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/*
 * Copyright (c) 2011-2017, Peter Abeles. All Rights Reserved.
 *
 * This file is part of BoofCV (http://boofcv.org).
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *   http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

package boofcv.alg.misc;

import boofcv.alg.InputSanityCheck;
import boofcv.struct.image.*;

import javax.annotation.Generated;

/**
 * Functions which perform basic arithmetic (e.g. addition, subtraction, multiplication, or division) on a pixel by pixel basis.
 *
 * 

DO NOT MODIFY: Generated by boofcv.alg.misc.GeneratePixelMath.

* * @author Peter Abeles */ @Generated("boofcv.alg.misc.GeneratePixelMath") public class PixelMath { /** * Sets each pixel in the output image to be the absolute value of the input image. * Both the input and output image can be the same instance. * * @param input The input image. Not modified. * @param output Where the absolute value image is written to. Modified. */ public static void abs(GrayS8 input , GrayS8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; abs(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } /** * Sets each pixel in the output image to be the absolute value of the input image. * Both the input and output image can be the same instance. * * @param input The input image. Not modified. * @param output Where the absolute value image is written to. Modified. */ public static void abs( InterleavedS8 input , InterleavedS8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; abs(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } private static void abs( byte[] input , int inputStart , int inputStride , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (byte)Math.abs(input[indexSrc]); } } } /** * Sets each pixel in the output image to be the absolute value of the input image. * Both the input and output image can be the same instance. * * @param input The input image. Not modified. * @param output Where the absolute value image is written to. Modified. */ public static void abs(GrayS16 input , GrayS16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; abs(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } /** * Sets each pixel in the output image to be the absolute value of the input image. * Both the input and output image can be the same instance. * * @param input The input image. Not modified. * @param output Where the absolute value image is written to. Modified. */ public static void abs( InterleavedS16 input , InterleavedS16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; abs(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } private static void abs( short[] input , int inputStart , int inputStride , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (short)Math.abs(input[indexSrc]); } } } /** * Sets each pixel in the output image to be the absolute value of the input image. * Both the input and output image can be the same instance. * * @param input The input image. Not modified. * @param output Where the absolute value image is written to. Modified. */ public static void abs(GrayS32 input , GrayS32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; abs(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } /** * Sets each pixel in the output image to be the absolute value of the input image. * Both the input and output image can be the same instance. * * @param input The input image. Not modified. * @param output Where the absolute value image is written to. Modified. */ public static void abs( InterleavedS32 input , InterleavedS32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; abs(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } private static void abs( int[] input , int inputStart , int inputStride , int[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = Math.abs(input[indexSrc]); } } } /** * Sets each pixel in the output image to be the absolute value of the input image. * Both the input and output image can be the same instance. * * @param input The input image. Not modified. * @param output Where the absolute value image is written to. Modified. */ public static void abs(GrayS64 input , GrayS64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; abs(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } /** * Sets each pixel in the output image to be the absolute value of the input image. * Both the input and output image can be the same instance. * * @param input The input image. Not modified. * @param output Where the absolute value image is written to. Modified. */ public static void abs( InterleavedS64 input , InterleavedS64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; abs(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } private static void abs( long[] input , int inputStart , int inputStride , long[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = Math.abs(input[indexSrc]); } } } /** * Sets each pixel in the output image to be the absolute value of the input image. * Both the input and output image can be the same instance. * * @param input The input image. Not modified. * @param output Where the absolute value image is written to. Modified. */ public static void abs(GrayF32 input , GrayF32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; abs(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } /** * Sets each pixel in the output image to be the absolute value of the input image. * Both the input and output image can be the same instance. * * @param input The input image. Not modified. * @param output Where the absolute value image is written to. Modified. */ public static void abs( InterleavedF32 input , InterleavedF32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; abs(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } private static void abs( float[] input , int inputStart , int inputStride , float[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = Math.abs(input[indexSrc]); } } } /** * Sets each pixel in the output image to be the absolute value of the input image. * Both the input and output image can be the same instance. * * @param input The input image. Not modified. * @param output Where the absolute value image is written to. Modified. */ public static void abs(GrayF64 input , GrayF64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; abs(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } /** * Sets each pixel in the output image to be the absolute value of the input image. * Both the input and output image can be the same instance. * * @param input The input image. Not modified. * @param output Where the absolute value image is written to. Modified. */ public static void abs( InterleavedF64 input , InterleavedF64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; abs(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } private static void abs( double[] input , int inputStart , int inputStride , double[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = Math.abs(input[indexSrc]); } } } /** * Changes the sign of every pixel in the image: output[x,y] = -input[x,y] * * @param input The input image. Not modified. * @param output Where the inverted image is written to. Modified. */ public static void invert(GrayS8 input , GrayS8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; invert(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } /** * Changes the sign of every pixel in the image: output[x,y] = -input[x,y] * * @param input The input image. Not modified. * @param output Where the inverted image is written to. Modified. */ public static void invert( InterleavedS8 input , InterleavedS8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; invert(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } private static void invert( byte[] input , int inputStart , int inputStride , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (byte)-input[indexSrc]; } } } /** * Changes the sign of every pixel in the image: output[x,y] = -input[x,y] * * @param input The input image. Not modified. * @param output Where the inverted image is written to. Modified. */ public static void invert(GrayS16 input , GrayS16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; invert(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } /** * Changes the sign of every pixel in the image: output[x,y] = -input[x,y] * * @param input The input image. Not modified. * @param output Where the inverted image is written to. Modified. */ public static void invert( InterleavedS16 input , InterleavedS16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; invert(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } private static void invert( short[] input , int inputStart , int inputStride , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (short)-input[indexSrc]; } } } /** * Changes the sign of every pixel in the image: output[x,y] = -input[x,y] * * @param input The input image. Not modified. * @param output Where the inverted image is written to. Modified. */ public static void invert(GrayS32 input , GrayS32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; invert(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } /** * Changes the sign of every pixel in the image: output[x,y] = -input[x,y] * * @param input The input image. Not modified. * @param output Where the inverted image is written to. Modified. */ public static void invert( InterleavedS32 input , InterleavedS32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; invert(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } private static void invert( int[] input , int inputStart , int inputStride , int[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = -input[indexSrc]; } } } /** * Changes the sign of every pixel in the image: output[x,y] = -input[x,y] * * @param input The input image. Not modified. * @param output Where the inverted image is written to. Modified. */ public static void invert(GrayS64 input , GrayS64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; invert(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } /** * Changes the sign of every pixel in the image: output[x,y] = -input[x,y] * * @param input The input image. Not modified. * @param output Where the inverted image is written to. Modified. */ public static void invert( InterleavedS64 input , InterleavedS64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; invert(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } private static void invert( long[] input , int inputStart , int inputStride , long[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = -input[indexSrc]; } } } /** * Changes the sign of every pixel in the image: output[x,y] = -input[x,y] * * @param input The input image. Not modified. * @param output Where the inverted image is written to. Modified. */ public static void invert(GrayF32 input , GrayF32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; invert(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } /** * Changes the sign of every pixel in the image: output[x,y] = -input[x,y] * * @param input The input image. Not modified. * @param output Where the inverted image is written to. Modified. */ public static void invert( InterleavedF32 input , InterleavedF32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; invert(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } private static void invert( float[] input , int inputStart , int inputStride , float[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = -input[indexSrc]; } } } /** * Changes the sign of every pixel in the image: output[x,y] = -input[x,y] * * @param input The input image. Not modified. * @param output Where the inverted image is written to. Modified. */ public static void invert(GrayF64 input , GrayF64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; invert(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } /** * Changes the sign of every pixel in the image: output[x,y] = -input[x,y] * * @param input The input image. Not modified. * @param output Where the inverted image is written to. Modified. */ public static void invert( InterleavedF64 input , InterleavedF64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; invert(input.data,input.startIndex,input.stride, output.data,output.startIndex,output.stride, input.height,columns); } private static void invert( double[] input , int inputStart , int inputStride , double[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = -input[indexSrc]; } } } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply(GrayU8 input , double value , GrayU8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; multiplyU_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply( InterleavedU8 input , double value , InterleavedU8 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; multiplyU_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void multiplyU_A( byte[] input , int inputStart , int inputStride , double value , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (byte)Math.round((input[indexSrc] & 0xFF) * value); } } } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply(GrayS8 input , double value , GrayS8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; multiply_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply( InterleavedS8 input , double value , InterleavedS8 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; multiply_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void multiply_A( byte[] input , int inputStart , int inputStride , double value , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (byte)Math.round((input[indexSrc] ) * value); } } } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply(GrayU16 input , double value , GrayU16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; multiplyU_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply( InterleavedU16 input , double value , InterleavedU16 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; multiplyU_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void multiplyU_A( short[] input , int inputStart , int inputStride , double value , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (short)Math.round((input[indexSrc] & 0xFFFF) * value); } } } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply(GrayS16 input , double value , GrayS16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; multiply_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply( InterleavedS16 input , double value , InterleavedS16 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; multiply_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void multiply_A( short[] input , int inputStart , int inputStride , double value , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (short)Math.round((input[indexSrc] ) * value); } } } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply(GrayS32 input , double value , GrayS32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; multiply_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply( InterleavedS32 input , double value , InterleavedS32 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; multiply_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void multiply_A( int[] input , int inputStart , int inputStride , double value , int[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (int)Math.round((input[indexSrc] ) * value); } } } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply(GrayS64 input , double value , GrayS64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; multiply_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply( InterleavedS64 input , double value , InterleavedS64 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; multiply_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void multiply_A( long[] input , int inputStart , int inputStride , double value , long[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (long)Math.round((input[indexSrc] ) * value); } } } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply(GrayF32 input , float value , GrayF32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; multiply_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply( InterleavedF32 input , float value , InterleavedF32 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; multiply_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void multiply_A( float[] input , int inputStart , int inputStride , float value , float[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = ((input[indexSrc] ) * value); } } } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply(GrayF64 input , double value , GrayF64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; multiply_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply( InterleavedF64 input , double value , InterleavedF64 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; multiply_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void multiply_A( double[] input , int inputStart , int inputStride , double value , double[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = ((input[indexSrc] ) * value); } } } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply(GrayU8 input , double value , int lower , int upper , GrayU8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; multiplyU_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply( InterleavedU8 input , double value , int lower , int upper , InterleavedU8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; multiplyU_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void multiplyU_A( byte[] input , int inputStart , int inputStride , double value , int lower , int upper , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = (int)Math.round((input[indexSrc] & 0xFF) * value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (byte)val; } } } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply(GrayS8 input , double value , int lower , int upper , GrayS8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; multiply_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply( InterleavedS8 input , double value , int lower , int upper , InterleavedS8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; multiply_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void multiply_A( byte[] input , int inputStart , int inputStride , double value , int lower , int upper , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = (int)Math.round((input[indexSrc] ) * value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (byte)val; } } } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply(GrayU16 input , double value , int lower , int upper , GrayU16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; multiplyU_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply( InterleavedU16 input , double value , int lower , int upper , InterleavedU16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; multiplyU_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void multiplyU_A( short[] input , int inputStart , int inputStride , double value , int lower , int upper , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = (int)Math.round((input[indexSrc] & 0xFFFF) * value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (short)val; } } } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply(GrayS16 input , double value , int lower , int upper , GrayS16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; multiply_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply( InterleavedS16 input , double value , int lower , int upper , InterleavedS16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; multiply_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void multiply_A( short[] input , int inputStart , int inputStride , double value , int lower , int upper , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = (int)Math.round((input[indexSrc] ) * value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (short)val; } } } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply(GrayS32 input , double value , int lower , int upper , GrayS32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; multiply_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply( InterleavedS32 input , double value , int lower , int upper , InterleavedS32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; multiply_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void multiply_A( int[] input , int inputStart , int inputStride , double value , int lower , int upper , int[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = (int)Math.round((input[indexSrc] ) * value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply(GrayS64 input , double value , long lower , long upper , GrayS64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; multiply_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply( InterleavedS64 input , double value , long lower , long upper , InterleavedS64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; multiply_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void multiply_A( long[] input , int inputStart , int inputStride , double value , long lower , long upper , long[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { long val = (long)Math.round((input[indexSrc] ) * value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply(GrayF32 input , float value , float lower , float upper , GrayF32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; multiply_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply( InterleavedF32 input , float value , float lower , float upper , InterleavedF32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; multiply_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void multiply_A( float[] input , int inputStart , int inputStride , float value , float lower , float upper , float[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { float val = ((input[indexSrc] ) * value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply(GrayF64 input , double value , double lower , double upper , GrayF64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; multiply_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Multiply each element by a scalar value. Both input and output images can * be the same instance. * * @param input The input image. Not modified. * @param value What each element is multiplied by. * @param output The output image. Modified. */ public static void multiply( InterleavedF64 input , double value , double lower , double upper , InterleavedF64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; multiply_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void multiply_A( double[] input , int inputStart , int inputStride , double value , double lower , double upper , double[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { double val = ((input[indexSrc] ) * value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide(GrayU8 input , double denominator , GrayU8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; divideU_A(input.data,input.startIndex,input.stride,denominator , output.data,output.startIndex,output.stride, input.height,columns); } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide( InterleavedU8 input , double denominator , InterleavedU8 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; divideU_A(input.data,input.startIndex,input.stride,denominator , output.data,output.startIndex,output.stride, input.height,columns); } private static void divideU_A( byte[] input , int inputStart , int inputStride , double denominator , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (byte)Math.round((input[indexSrc] & 0xFF) / denominator); } } } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide(GrayS8 input , double denominator , GrayS8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; divide_A(input.data,input.startIndex,input.stride,denominator , output.data,output.startIndex,output.stride, input.height,columns); } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide( InterleavedS8 input , double denominator , InterleavedS8 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; divide_A(input.data,input.startIndex,input.stride,denominator , output.data,output.startIndex,output.stride, input.height,columns); } private static void divide_A( byte[] input , int inputStart , int inputStride , double denominator , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (byte)Math.round((input[indexSrc] ) / denominator); } } } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide(GrayU16 input , double denominator , GrayU16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; divideU_A(input.data,input.startIndex,input.stride,denominator , output.data,output.startIndex,output.stride, input.height,columns); } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide( InterleavedU16 input , double denominator , InterleavedU16 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; divideU_A(input.data,input.startIndex,input.stride,denominator , output.data,output.startIndex,output.stride, input.height,columns); } private static void divideU_A( short[] input , int inputStart , int inputStride , double denominator , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (short)Math.round((input[indexSrc] & 0xFFFF) / denominator); } } } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide(GrayS16 input , double denominator , GrayS16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; divide_A(input.data,input.startIndex,input.stride,denominator , output.data,output.startIndex,output.stride, input.height,columns); } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide( InterleavedS16 input , double denominator , InterleavedS16 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; divide_A(input.data,input.startIndex,input.stride,denominator , output.data,output.startIndex,output.stride, input.height,columns); } private static void divide_A( short[] input , int inputStart , int inputStride , double denominator , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (short)Math.round((input[indexSrc] ) / denominator); } } } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide(GrayS32 input , double denominator , GrayS32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; divide_A(input.data,input.startIndex,input.stride,denominator , output.data,output.startIndex,output.stride, input.height,columns); } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide( InterleavedS32 input , double denominator , InterleavedS32 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; divide_A(input.data,input.startIndex,input.stride,denominator , output.data,output.startIndex,output.stride, input.height,columns); } private static void divide_A( int[] input , int inputStart , int inputStride , double denominator , int[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (int)Math.round((input[indexSrc] ) / denominator); } } } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide(GrayS64 input , double denominator , GrayS64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; divide_A(input.data,input.startIndex,input.stride,denominator , output.data,output.startIndex,output.stride, input.height,columns); } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide( InterleavedS64 input , double denominator , InterleavedS64 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; divide_A(input.data,input.startIndex,input.stride,denominator , output.data,output.startIndex,output.stride, input.height,columns); } private static void divide_A( long[] input , int inputStart , int inputStride , double denominator , long[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (long)Math.round((input[indexSrc] ) / denominator); } } } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide(GrayF32 input , float denominator , GrayF32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; divide_A(input.data,input.startIndex,input.stride,denominator , output.data,output.startIndex,output.stride, input.height,columns); } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide( InterleavedF32 input , float denominator , InterleavedF32 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; divide_A(input.data,input.startIndex,input.stride,denominator , output.data,output.startIndex,output.stride, input.height,columns); } private static void divide_A( float[] input , int inputStart , int inputStride , float denominator , float[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = ((input[indexSrc] ) / denominator); } } } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide(GrayF64 input , double denominator , GrayF64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; divide_A(input.data,input.startIndex,input.stride,denominator , output.data,output.startIndex,output.stride, input.height,columns); } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide( InterleavedF64 input , double denominator , InterleavedF64 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; divide_A(input.data,input.startIndex,input.stride,denominator , output.data,output.startIndex,output.stride, input.height,columns); } private static void divide_A( double[] input , int inputStart , int inputStride , double denominator , double[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = ((input[indexSrc] ) / denominator); } } } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide(GrayU8 input , double denominator , int lower , int upper , GrayU8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; divideU_A(input.data,input.startIndex,input.stride,denominator, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide( InterleavedU8 input , double denominator , int lower , int upper , InterleavedU8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; divideU_A(input.data,input.startIndex,input.stride,denominator, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void divideU_A( byte[] input , int inputStart , int inputStride , double denominator , int lower , int upper , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = (int)Math.round((input[indexSrc] & 0xFF) / denominator); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (byte)val; } } } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide(GrayS8 input , double denominator , int lower , int upper , GrayS8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; divide_A(input.data,input.startIndex,input.stride,denominator, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide( InterleavedS8 input , double denominator , int lower , int upper , InterleavedS8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; divide_A(input.data,input.startIndex,input.stride,denominator, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void divide_A( byte[] input , int inputStart , int inputStride , double denominator , int lower , int upper , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = (int)Math.round((input[indexSrc] ) / denominator); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (byte)val; } } } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide(GrayU16 input , double denominator , int lower , int upper , GrayU16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; divideU_A(input.data,input.startIndex,input.stride,denominator, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide( InterleavedU16 input , double denominator , int lower , int upper , InterleavedU16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; divideU_A(input.data,input.startIndex,input.stride,denominator, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void divideU_A( short[] input , int inputStart , int inputStride , double denominator , int lower , int upper , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = (int)Math.round((input[indexSrc] & 0xFFFF) / denominator); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (short)val; } } } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide(GrayS16 input , double denominator , int lower , int upper , GrayS16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; divide_A(input.data,input.startIndex,input.stride,denominator, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide( InterleavedS16 input , double denominator , int lower , int upper , InterleavedS16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; divide_A(input.data,input.startIndex,input.stride,denominator, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void divide_A( short[] input , int inputStart , int inputStride , double denominator , int lower , int upper , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = (int)Math.round((input[indexSrc] ) / denominator); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (short)val; } } } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide(GrayS32 input , double denominator , int lower , int upper , GrayS32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; divide_A(input.data,input.startIndex,input.stride,denominator, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide( InterleavedS32 input , double denominator , int lower , int upper , InterleavedS32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; divide_A(input.data,input.startIndex,input.stride,denominator, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void divide_A( int[] input , int inputStart , int inputStride , double denominator , int lower , int upper , int[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = (int)Math.round((input[indexSrc] ) / denominator); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide(GrayS64 input , double denominator , long lower , long upper , GrayS64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; divide_A(input.data,input.startIndex,input.stride,denominator, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide( InterleavedS64 input , double denominator , long lower , long upper , InterleavedS64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; divide_A(input.data,input.startIndex,input.stride,denominator, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void divide_A( long[] input , int inputStart , int inputStride , double denominator , long lower , long upper , long[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { long val = (long)Math.round((input[indexSrc] ) / denominator); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide(GrayF32 input , float denominator , float lower , float upper , GrayF32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; divide_A(input.data,input.startIndex,input.stride,denominator, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide( InterleavedF32 input , float denominator , float lower , float upper , InterleavedF32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; divide_A(input.data,input.startIndex,input.stride,denominator, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void divide_A( float[] input , int inputStart , int inputStride , float denominator , float lower , float upper , float[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { float val = ((input[indexSrc] ) / denominator); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide(GrayF64 input , double denominator , double lower , double upper , GrayF64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; divide_A(input.data,input.startIndex,input.stride,denominator, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Divide each element by a scalar value. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param denominator What each element is divided by. * @param output The output image. Modified. */ public static void divide( InterleavedF64 input , double denominator , double lower , double upper , InterleavedF64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; divide_A(input.data,input.startIndex,input.stride,denominator, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void divide_A( double[] input , int inputStart , int inputStride , double denominator , double lower , double upper , double[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { double val = ((input[indexSrc] ) / denominator); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus(GrayU8 input , int value , GrayU8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; plusU_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus( InterleavedU8 input , int value , InterleavedU8 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; plusU_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void plusU_A( byte[] input , int inputStart , int inputStride , int value , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (byte)((input[indexSrc] & 0xFF) + value); } } } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus(GrayS8 input , int value , GrayS8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; plus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus( InterleavedS8 input , int value , InterleavedS8 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; plus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void plus_A( byte[] input , int inputStart , int inputStride , int value , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (byte)((input[indexSrc] ) + value); } } } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus(GrayU16 input , int value , GrayU16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; plusU_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus( InterleavedU16 input , int value , InterleavedU16 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; plusU_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void plusU_A( short[] input , int inputStart , int inputStride , int value , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (short)((input[indexSrc] & 0xFFFF) + value); } } } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus(GrayS16 input , int value , GrayS16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; plus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus( InterleavedS16 input , int value , InterleavedS16 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; plus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void plus_A( short[] input , int inputStart , int inputStride , int value , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (short)((input[indexSrc] ) + value); } } } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus(GrayS32 input , int value , GrayS32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; plus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus( InterleavedS32 input , int value , InterleavedS32 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; plus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void plus_A( int[] input , int inputStart , int inputStride , int value , int[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = ((input[indexSrc] ) + value); } } } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus(GrayS64 input , long value , GrayS64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; plus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus( InterleavedS64 input , long value , InterleavedS64 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; plus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void plus_A( long[] input , int inputStart , int inputStride , long value , long[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = ((input[indexSrc] ) + value); } } } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus(GrayF32 input , float value , GrayF32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; plus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus( InterleavedF32 input , float value , InterleavedF32 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; plus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void plus_A( float[] input , int inputStart , int inputStride , float value , float[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = ((input[indexSrc] ) + value); } } } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus(GrayF64 input , double value , GrayF64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; plus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus( InterleavedF64 input , double value , InterleavedF64 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; plus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void plus_A( double[] input , int inputStart , int inputStride , double value , double[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = ((input[indexSrc] ) + value); } } } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus(GrayU8 input , int value , int lower , int upper , GrayU8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; plusU_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus( InterleavedU8 input , int value , int lower , int upper , InterleavedU8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; plusU_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void plusU_A( byte[] input , int inputStart , int inputStride , int value , int lower , int upper , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = ((input[indexSrc] & 0xFF) + value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (byte)val; } } } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus(GrayS8 input , int value , int lower , int upper , GrayS8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; plus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus( InterleavedS8 input , int value , int lower , int upper , InterleavedS8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; plus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void plus_A( byte[] input , int inputStart , int inputStride , int value , int lower , int upper , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = ((input[indexSrc] ) + value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (byte)val; } } } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus(GrayU16 input , int value , int lower , int upper , GrayU16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; plusU_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus( InterleavedU16 input , int value , int lower , int upper , InterleavedU16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; plusU_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void plusU_A( short[] input , int inputStart , int inputStride , int value , int lower , int upper , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = ((input[indexSrc] & 0xFFFF) + value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (short)val; } } } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus(GrayS16 input , int value , int lower , int upper , GrayS16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; plus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus( InterleavedS16 input , int value , int lower , int upper , InterleavedS16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; plus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void plus_A( short[] input , int inputStart , int inputStride , int value , int lower , int upper , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = ((input[indexSrc] ) + value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (short)val; } } } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus(GrayS32 input , int value , int lower , int upper , GrayS32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; plus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus( InterleavedS32 input , int value , int lower , int upper , InterleavedS32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; plus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void plus_A( int[] input , int inputStart , int inputStride , int value , int lower , int upper , int[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = ((input[indexSrc] ) + value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus(GrayS64 input , long value , long lower , long upper , GrayS64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; plus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus( InterleavedS64 input , long value , long lower , long upper , InterleavedS64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; plus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void plus_A( long[] input , int inputStart , int inputStride , long value , long lower , long upper , long[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { long val = ((input[indexSrc] ) + value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus(GrayF32 input , float value , float lower , float upper , GrayF32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; plus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus( InterleavedF32 input , float value , float lower , float upper , InterleavedF32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; plus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void plus_A( float[] input , int inputStart , int inputStride , float value , float lower , float upper , float[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { float val = ((input[indexSrc] ) + value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus(GrayF64 input , double value , double lower , double upper , GrayF64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; plus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Adds a scalar value to each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is added to each element. * @param output The output image. Modified. */ public static void plus( InterleavedF64 input , double value , double lower , double upper , InterleavedF64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; plus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void plus_A( double[] input , int inputStart , int inputStride , double value , double lower , double upper , double[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { double val = ((input[indexSrc] ) + value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus(GrayU8 input , int value , GrayU8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minusU_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus( InterleavedU8 input , int value , InterleavedU8 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; minusU_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void minusU_A( byte[] input , int inputStart , int inputStride , int value , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (byte)((input[indexSrc] & 0xFF) - value); } } } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus(GrayS8 input , int value , GrayS8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus( InterleavedS8 input , int value , InterleavedS8 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; minus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_A( byte[] input , int inputStart , int inputStride , int value , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (byte)((input[indexSrc] ) - value); } } } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus(GrayU16 input , int value , GrayU16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minusU_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus( InterleavedU16 input , int value , InterleavedU16 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; minusU_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void minusU_A( short[] input , int inputStart , int inputStride , int value , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (short)((input[indexSrc] & 0xFFFF) - value); } } } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus(GrayS16 input , int value , GrayS16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus( InterleavedS16 input , int value , InterleavedS16 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; minus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_A( short[] input , int inputStart , int inputStride , int value , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (short)((input[indexSrc] ) - value); } } } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus(GrayS32 input , int value , GrayS32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus( InterleavedS32 input , int value , InterleavedS32 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; minus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_A( int[] input , int inputStart , int inputStride , int value , int[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = ((input[indexSrc] ) - value); } } } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus(GrayS64 input , long value , GrayS64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus( InterleavedS64 input , long value , InterleavedS64 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; minus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_A( long[] input , int inputStart , int inputStride , long value , long[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = ((input[indexSrc] ) - value); } } } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus(GrayF32 input , float value , GrayF32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus( InterleavedF32 input , float value , InterleavedF32 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; minus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_A( float[] input , int inputStart , int inputStride , float value , float[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = ((input[indexSrc] ) - value); } } } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus(GrayF64 input , double value , GrayF64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus( InterleavedF64 input , double value , InterleavedF64 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; minus_A(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_A( double[] input , int inputStart , int inputStride , double value , double[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = ((input[indexSrc] ) - value); } } } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus(GrayU8 input , int value , int lower , int upper , GrayU8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minusU_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus( InterleavedU8 input , int value , int lower , int upper , InterleavedU8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; minusU_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void minusU_A( byte[] input , int inputStart , int inputStride , int value , int lower , int upper , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = ((input[indexSrc] & 0xFF) - value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (byte)val; } } } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus(GrayS8 input , int value , int lower , int upper , GrayS8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus( InterleavedS8 input , int value , int lower , int upper , InterleavedS8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; minus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_A( byte[] input , int inputStart , int inputStride , int value , int lower , int upper , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = ((input[indexSrc] ) - value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (byte)val; } } } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus(GrayU16 input , int value , int lower , int upper , GrayU16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minusU_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus( InterleavedU16 input , int value , int lower , int upper , InterleavedU16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; minusU_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void minusU_A( short[] input , int inputStart , int inputStride , int value , int lower , int upper , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = ((input[indexSrc] & 0xFFFF) - value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (short)val; } } } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus(GrayS16 input , int value , int lower , int upper , GrayS16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus( InterleavedS16 input , int value , int lower , int upper , InterleavedS16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; minus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_A( short[] input , int inputStart , int inputStride , int value , int lower , int upper , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = ((input[indexSrc] ) - value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (short)val; } } } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus(GrayS32 input , int value , int lower , int upper , GrayS32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus( InterleavedS32 input , int value , int lower , int upper , InterleavedS32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; minus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_A( int[] input , int inputStart , int inputStride , int value , int lower , int upper , int[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = ((input[indexSrc] ) - value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus(GrayS64 input , long value , long lower , long upper , GrayS64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus( InterleavedS64 input , long value , long lower , long upper , InterleavedS64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; minus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_A( long[] input , int inputStart , int inputStride , long value , long lower , long upper , long[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { long val = ((input[indexSrc] ) - value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus(GrayF32 input , float value , float lower , float upper , GrayF32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus( InterleavedF32 input , float value , float lower , float upper , InterleavedF32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; minus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_A( float[] input , int inputStart , int inputStride , float value , float lower , float upper , float[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { float val = ((input[indexSrc] ) - value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus(GrayF64 input , double value , double lower , double upper , GrayF64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts a scalar value from each element. Both input and output images can be the same instance. * * @param input The input image. Not modified. * @param value What is subtracted from each element. * @param output The output image. Modified. */ public static void minus( InterleavedF64 input , double value , double lower , double upper , InterleavedF64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; minus_A(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_A( double[] input , int inputStart , int inputStride , double value , double lower , double upper , double[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { double val = ((input[indexSrc] ) - value); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus(int value , GrayU8 input , GrayU8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minusU_B(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus( int value , InterleavedU8 input , InterleavedU8 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; minusU_B(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void minusU_B( byte[] input , int inputStart , int inputStride , int value , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (byte)(value - (input[indexSrc] & 0xFF)); } } } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus(int value , GrayS8 input , GrayS8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_B(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus( int value , InterleavedS8 input , InterleavedS8 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; minus_B(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_B( byte[] input , int inputStart , int inputStride , int value , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (byte)(value - (input[indexSrc] )); } } } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus(int value , GrayU16 input , GrayU16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minusU_B(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus( int value , InterleavedU16 input , InterleavedU16 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; minusU_B(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void minusU_B( short[] input , int inputStart , int inputStride , int value , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (short)(value - (input[indexSrc] & 0xFFFF)); } } } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus(int value , GrayS16 input , GrayS16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_B(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus( int value , InterleavedS16 input , InterleavedS16 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; minus_B(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_B( short[] input , int inputStart , int inputStride , int value , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (short)(value - (input[indexSrc] )); } } } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus(int value , GrayS32 input , GrayS32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_B(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus( int value , InterleavedS32 input , InterleavedS32 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; minus_B(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_B( int[] input , int inputStart , int inputStride , int value , int[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (value - (input[indexSrc] )); } } } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus(long value , GrayS64 input , GrayS64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_B(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus( long value , InterleavedS64 input , InterleavedS64 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; minus_B(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_B( long[] input , int inputStart , int inputStride , long value , long[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (value - (input[indexSrc] )); } } } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus(float value , GrayF32 input , GrayF32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_B(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus( float value , InterleavedF32 input , InterleavedF32 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; minus_B(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_B( float[] input , int inputStart , int inputStride , float value , float[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (value - (input[indexSrc] )); } } } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus(double value , GrayF64 input , GrayF64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_B(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus( double value , InterleavedF64 input , InterleavedF64 output ) { InputSanityCheck.checkSameShapeB(input,output); int columns = input.width*input.numBands; minus_B(input.data,input.startIndex,input.stride,value , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_B( double[] input , int inputStart , int inputStride , double value , double[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { output[indexDst] = (value - (input[indexSrc] )); } } } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus(int value , GrayU8 input , int lower , int upper , GrayU8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minusU_B(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus( int value , InterleavedU8 input , int lower , int upper , InterleavedU8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; minusU_B(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void minusU_B( byte[] input , int inputStart , int inputStride , int value , int lower , int upper , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = (value - (input[indexSrc] & 0xFF)); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (byte)val; } } } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus(int value , GrayS8 input , int lower , int upper , GrayS8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_B(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus( int value , InterleavedS8 input , int lower , int upper , InterleavedS8 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; minus_B(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_B( byte[] input , int inputStart , int inputStride , int value , int lower , int upper , byte[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = (value - (input[indexSrc] )); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (byte)val; } } } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus(int value , GrayU16 input , int lower , int upper , GrayU16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minusU_B(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus( int value , InterleavedU16 input , int lower , int upper , InterleavedU16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; minusU_B(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void minusU_B( short[] input , int inputStart , int inputStride , int value , int lower , int upper , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = (value - (input[indexSrc] & 0xFFFF)); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (short)val; } } } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus(int value , GrayS16 input , int lower , int upper , GrayS16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_B(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus( int value , InterleavedS16 input , int lower , int upper , InterleavedS16 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; minus_B(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_B( short[] input , int inputStart , int inputStride , int value , int lower , int upper , short[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = (value - (input[indexSrc] )); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = (short)val; } } } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus(int value , GrayS32 input , int lower , int upper , GrayS32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_B(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus( int value , InterleavedS32 input , int lower , int upper , InterleavedS32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; minus_B(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_B( int[] input , int inputStart , int inputStride , int value , int lower , int upper , int[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { int val = (value - (input[indexSrc] )); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus(long value , GrayS64 input , long lower , long upper , GrayS64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_B(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus( long value , InterleavedS64 input , long lower , long upper , InterleavedS64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; minus_B(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_B( long[] input , int inputStart , int inputStride , long value , long lower , long upper , long[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { long val = (value - (input[indexSrc] )); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus(float value , GrayF32 input , float lower , float upper , GrayF32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_B(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus( float value , InterleavedF32 input , float lower , float upper , InterleavedF32 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; minus_B(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_B( float[] input , int inputStart , int inputStride , float value , float lower , float upper , float[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { float val = (value - (input[indexSrc] )); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus(double value , GrayF64 input , double lower , double upper , GrayF64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width; minus_B(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } /** * Subtracts each element's value from a scalar. Both input and output images can be the same instance. * * @param value Scalar value * @param input The input image. Not modified. * @param output The output image. Modified. */ public static void minus( double value , InterleavedF64 input , double lower , double upper , InterleavedF64 output ) { InputSanityCheck.checkSameShape(input,output); int columns = input.width*input.numBands; minus_B(input.data,input.startIndex,input.stride,value, lower, upper , output.data,output.startIndex,output.stride, input.height,columns); } private static void minus_B( double[] input , int inputStart , int inputStride , double value , double lower , double upper , double[] output , int outputStart , int outputStride , int rows , int cols ) { for( int y = 0; y < rows; y++ ) { int indexSrc = inputStart + y*inputStride; int indexDst = outputStart + y*outputStride; int end = indexSrc + cols; for( ; indexSrc < end; indexSrc++ , indexDst++) { double val = (value - (input[indexSrc] )); if( val < lower ) val = lower; if( val > upper ) val = upper; output[indexDst] = val; } } } /** * Bounds image pixels to be between these two values * * @param img Image * @param min minimum value. * @param max maximum value. */ public static void boundImage(GrayU8 img , int min , int max ) { final int h = img.getHeight(); final int w = img.getWidth(); byte[] data = img.data; for (int y = 0; y < h; y++) { int index = img.getStartIndex() + y * img.getStride(); int indexEnd = index+w; // for(int x = 0; x < w; x++ ) { for (; index < indexEnd; index++) { int value = data[index]& 0xFF; if( value < min ) data[index] = (byte)min; else if( value > max ) data[index] = (byte)max; } } } /** *

* Computes the absolute value of the difference between each pixel in the two images.
* d(x,y) = |img1(x,y) - img2(x,y)| *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param diff Absolute value of difference image. Modified. */ public static void diffAbs(GrayU8 imgA , GrayU8 imgB , GrayU8 diff ) { InputSanityCheck.checkSameShape(imgA,imgB,diff); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexDiff = diff.getStartIndex() + y * diff.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexDiff++ ) { diff.data[indexDiff] = (byte)Math.abs((imgA.data[indexA] & 0xFF) - (imgB.data[indexB] & 0xFF)); } } } /** * Computes the average for each pixel across all bands in the {@link Planar} image. * * @param input Planar image * @param output Gray scale image containing average pixel values */ public static void averageBand(Planar input , GrayU8 output ) { final int h = input.getHeight(); final int w = input.getWidth(); GrayU8[] bands = input.bands; for (int y = 0; y < h; y++) { int indexInput = input.getStartIndex() + y * input.getStride(); int indexOutput = output.getStartIndex() + y * output.getStride(); int indexEnd = indexInput+w; // for(int x = 0; x < w; x++ ) { for (; indexInput < indexEnd; indexInput++, indexOutput++ ) { int total = 0; for( int i = 0; i < bands.length; i++ ) { total += bands[i].data[ indexInput ]& 0xFF; } output.data[indexOutput] = (byte)(total / bands.length); } } } /** * Bounds image pixels to be between these two values * * @param img Image * @param min minimum value. * @param max maximum value. */ public static void boundImage(GrayS8 img , int min , int max ) { final int h = img.getHeight(); final int w = img.getWidth(); byte[] data = img.data; for (int y = 0; y < h; y++) { int index = img.getStartIndex() + y * img.getStride(); int indexEnd = index+w; // for(int x = 0; x < w; x++ ) { for (; index < indexEnd; index++) { int value = data[index]; if( value < min ) data[index] = (byte)min; else if( value > max ) data[index] = (byte)max; } } } /** *

* Computes the absolute value of the difference between each pixel in the two images.
* d(x,y) = |img1(x,y) - img2(x,y)| *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param diff Absolute value of difference image. Modified. */ public static void diffAbs(GrayS8 imgA , GrayS8 imgB , GrayS8 diff ) { InputSanityCheck.checkSameShape(imgA,imgB,diff); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexDiff = diff.getStartIndex() + y * diff.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexDiff++ ) { diff.data[indexDiff] = (byte)Math.abs((imgA.data[indexA] ) - (imgB.data[indexB] )); } } } /** * Computes the average for each pixel across all bands in the {@link Planar} image. * * @param input Planar image * @param output Gray scale image containing average pixel values */ public static void averageBand(Planar input , GrayS8 output ) { final int h = input.getHeight(); final int w = input.getWidth(); GrayS8[] bands = input.bands; for (int y = 0; y < h; y++) { int indexInput = input.getStartIndex() + y * input.getStride(); int indexOutput = output.getStartIndex() + y * output.getStride(); int indexEnd = indexInput+w; // for(int x = 0; x < w; x++ ) { for (; indexInput < indexEnd; indexInput++, indexOutput++ ) { int total = 0; for( int i = 0; i < bands.length; i++ ) { total += bands[i].data[ indexInput ]; } output.data[indexOutput] = (byte)(total / bands.length); } } } /** * Bounds image pixels to be between these two values * * @param img Image * @param min minimum value. * @param max maximum value. */ public static void boundImage(GrayU16 img , int min , int max ) { final int h = img.getHeight(); final int w = img.getWidth(); short[] data = img.data; for (int y = 0; y < h; y++) { int index = img.getStartIndex() + y * img.getStride(); int indexEnd = index+w; // for(int x = 0; x < w; x++ ) { for (; index < indexEnd; index++) { int value = data[index]& 0xFFFF; if( value < min ) data[index] = (short)min; else if( value > max ) data[index] = (short)max; } } } /** *

* Computes the absolute value of the difference between each pixel in the two images.
* d(x,y) = |img1(x,y) - img2(x,y)| *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param diff Absolute value of difference image. Modified. */ public static void diffAbs(GrayU16 imgA , GrayU16 imgB , GrayU16 diff ) { InputSanityCheck.checkSameShape(imgA,imgB,diff); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexDiff = diff.getStartIndex() + y * diff.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexDiff++ ) { diff.data[indexDiff] = (short)Math.abs((imgA.data[indexA] & 0xFFFF) - (imgB.data[indexB] & 0xFFFF)); } } } /** * Computes the average for each pixel across all bands in the {@link Planar} image. * * @param input Planar image * @param output Gray scale image containing average pixel values */ public static void averageBand(Planar input , GrayU16 output ) { final int h = input.getHeight(); final int w = input.getWidth(); GrayU16[] bands = input.bands; for (int y = 0; y < h; y++) { int indexInput = input.getStartIndex() + y * input.getStride(); int indexOutput = output.getStartIndex() + y * output.getStride(); int indexEnd = indexInput+w; // for(int x = 0; x < w; x++ ) { for (; indexInput < indexEnd; indexInput++, indexOutput++ ) { int total = 0; for( int i = 0; i < bands.length; i++ ) { total += bands[i].data[ indexInput ]& 0xFFFF; } output.data[indexOutput] = (short)(total / bands.length); } } } /** * Bounds image pixels to be between these two values * * @param img Image * @param min minimum value. * @param max maximum value. */ public static void boundImage(GrayS16 img , int min , int max ) { final int h = img.getHeight(); final int w = img.getWidth(); short[] data = img.data; for (int y = 0; y < h; y++) { int index = img.getStartIndex() + y * img.getStride(); int indexEnd = index+w; // for(int x = 0; x < w; x++ ) { for (; index < indexEnd; index++) { int value = data[index]; if( value < min ) data[index] = (short)min; else if( value > max ) data[index] = (short)max; } } } /** *

* Computes the absolute value of the difference between each pixel in the two images.
* d(x,y) = |img1(x,y) - img2(x,y)| *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param diff Absolute value of difference image. Modified. */ public static void diffAbs(GrayS16 imgA , GrayS16 imgB , GrayS16 diff ) { InputSanityCheck.checkSameShape(imgA,imgB,diff); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexDiff = diff.getStartIndex() + y * diff.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexDiff++ ) { diff.data[indexDiff] = (short)Math.abs((imgA.data[indexA] ) - (imgB.data[indexB] )); } } } /** * Computes the average for each pixel across all bands in the {@link Planar} image. * * @param input Planar image * @param output Gray scale image containing average pixel values */ public static void averageBand(Planar input , GrayS16 output ) { final int h = input.getHeight(); final int w = input.getWidth(); GrayS16[] bands = input.bands; for (int y = 0; y < h; y++) { int indexInput = input.getStartIndex() + y * input.getStride(); int indexOutput = output.getStartIndex() + y * output.getStride(); int indexEnd = indexInput+w; // for(int x = 0; x < w; x++ ) { for (; indexInput < indexEnd; indexInput++, indexOutput++ ) { int total = 0; for( int i = 0; i < bands.length; i++ ) { total += bands[i].data[ indexInput ]; } output.data[indexOutput] = (short)(total / bands.length); } } } /** * Bounds image pixels to be between these two values * * @param img Image * @param min minimum value. * @param max maximum value. */ public static void boundImage(GrayS32 img , int min , int max ) { final int h = img.getHeight(); final int w = img.getWidth(); int[] data = img.data; for (int y = 0; y < h; y++) { int index = img.getStartIndex() + y * img.getStride(); int indexEnd = index+w; // for(int x = 0; x < w; x++ ) { for (; index < indexEnd; index++) { int value = data[index]; if( value < min ) data[index] = min; else if( value > max ) data[index] = max; } } } /** *

* Computes the absolute value of the difference between each pixel in the two images.
* d(x,y) = |img1(x,y) - img2(x,y)| *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param diff Absolute value of difference image. Modified. */ public static void diffAbs(GrayS32 imgA , GrayS32 imgB , GrayS32 diff ) { InputSanityCheck.checkSameShape(imgA,imgB,diff); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexDiff = diff.getStartIndex() + y * diff.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexDiff++ ) { diff.data[indexDiff] = (int)Math.abs((imgA.data[indexA] ) - (imgB.data[indexB] )); } } } /** * Computes the average for each pixel across all bands in the {@link Planar} image. * * @param input Planar image * @param output Gray scale image containing average pixel values */ public static void averageBand(Planar input , GrayS32 output ) { final int h = input.getHeight(); final int w = input.getWidth(); GrayS32[] bands = input.bands; for (int y = 0; y < h; y++) { int indexInput = input.getStartIndex() + y * input.getStride(); int indexOutput = output.getStartIndex() + y * output.getStride(); int indexEnd = indexInput+w; // for(int x = 0; x < w; x++ ) { for (; indexInput < indexEnd; indexInput++, indexOutput++ ) { int total = 0; for( int i = 0; i < bands.length; i++ ) { total += bands[i].data[ indexInput ]; } output.data[indexOutput] = (total / bands.length); } } } /** * Bounds image pixels to be between these two values * * @param img Image * @param min minimum value. * @param max maximum value. */ public static void boundImage(GrayS64 img , long min , long max ) { final int h = img.getHeight(); final int w = img.getWidth(); long[] data = img.data; for (int y = 0; y < h; y++) { int index = img.getStartIndex() + y * img.getStride(); int indexEnd = index+w; // for(int x = 0; x < w; x++ ) { for (; index < indexEnd; index++) { long value = data[index]; if( value < min ) data[index] = min; else if( value > max ) data[index] = max; } } } /** *

* Computes the absolute value of the difference between each pixel in the two images.
* d(x,y) = |img1(x,y) - img2(x,y)| *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param diff Absolute value of difference image. Modified. */ public static void diffAbs(GrayS64 imgA , GrayS64 imgB , GrayS64 diff ) { InputSanityCheck.checkSameShape(imgA,imgB,diff); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexDiff = diff.getStartIndex() + y * diff.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexDiff++ ) { diff.data[indexDiff] = (long)Math.abs((imgA.data[indexA] ) - (imgB.data[indexB] )); } } } /** * Computes the average for each pixel across all bands in the {@link Planar} image. * * @param input Planar image * @param output Gray scale image containing average pixel values */ public static void averageBand(Planar input , GrayS64 output ) { final int h = input.getHeight(); final int w = input.getWidth(); GrayS64[] bands = input.bands; for (int y = 0; y < h; y++) { int indexInput = input.getStartIndex() + y * input.getStride(); int indexOutput = output.getStartIndex() + y * output.getStride(); int indexEnd = indexInput+w; // for(int x = 0; x < w; x++ ) { for (; indexInput < indexEnd; indexInput++, indexOutput++ ) { long total = 0; for( int i = 0; i < bands.length; i++ ) { total += bands[i].data[ indexInput ]; } output.data[indexOutput] = (total / bands.length); } } } /** * Bounds image pixels to be between these two values * * @param img Image * @param min minimum value. * @param max maximum value. */ public static void boundImage(GrayF32 img , float min , float max ) { final int h = img.getHeight(); final int w = img.getWidth(); float[] data = img.data; for (int y = 0; y < h; y++) { int index = img.getStartIndex() + y * img.getStride(); int indexEnd = index+w; // for(int x = 0; x < w; x++ ) { for (; index < indexEnd; index++) { float value = data[index]; if( value < min ) data[index] = min; else if( value > max ) data[index] = max; } } } /** *

* Computes the absolute value of the difference between each pixel in the two images.
* d(x,y) = |img1(x,y) - img2(x,y)| *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param diff Absolute value of difference image. Modified. */ public static void diffAbs(GrayF32 imgA , GrayF32 imgB , GrayF32 diff ) { InputSanityCheck.checkSameShape(imgA,imgB,diff); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexDiff = diff.getStartIndex() + y * diff.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexDiff++ ) { diff.data[indexDiff] = Math.abs((imgA.data[indexA] ) - (imgB.data[indexB] )); } } } /** * Computes the average for each pixel across all bands in the {@link Planar} image. * * @param input Planar image * @param output Gray scale image containing average pixel values */ public static void averageBand(Planar input , GrayF32 output ) { final int h = input.getHeight(); final int w = input.getWidth(); GrayF32[] bands = input.bands; for (int y = 0; y < h; y++) { int indexInput = input.getStartIndex() + y * input.getStride(); int indexOutput = output.getStartIndex() + y * output.getStride(); int indexEnd = indexInput+w; // for(int x = 0; x < w; x++ ) { for (; indexInput < indexEnd; indexInput++, indexOutput++ ) { float total = 0; for( int i = 0; i < bands.length; i++ ) { total += bands[i].data[ indexInput ]; } output.data[indexOutput] = (total / bands.length); } } } /** * Bounds image pixels to be between these two values * * @param img Image * @param min minimum value. * @param max maximum value. */ public static void boundImage(GrayF64 img , double min , double max ) { final int h = img.getHeight(); final int w = img.getWidth(); double[] data = img.data; for (int y = 0; y < h; y++) { int index = img.getStartIndex() + y * img.getStride(); int indexEnd = index+w; // for(int x = 0; x < w; x++ ) { for (; index < indexEnd; index++) { double value = data[index]; if( value < min ) data[index] = min; else if( value > max ) data[index] = max; } } } /** *

* Computes the absolute value of the difference between each pixel in the two images.
* d(x,y) = |img1(x,y) - img2(x,y)| *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param diff Absolute value of difference image. Modified. */ public static void diffAbs(GrayF64 imgA , GrayF64 imgB , GrayF64 diff ) { InputSanityCheck.checkSameShape(imgA,imgB,diff); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexDiff = diff.getStartIndex() + y * diff.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexDiff++ ) { diff.data[indexDiff] = Math.abs((imgA.data[indexA] ) - (imgB.data[indexB] )); } } } /** * Computes the average for each pixel across all bands in the {@link Planar} image. * * @param input Planar image * @param output Gray scale image containing average pixel values */ public static void averageBand(Planar input , GrayF64 output ) { final int h = input.getHeight(); final int w = input.getWidth(); GrayF64[] bands = input.bands; for (int y = 0; y < h; y++) { int indexInput = input.getStartIndex() + y * input.getStride(); int indexOutput = output.getStartIndex() + y * output.getStride(); int indexEnd = indexInput+w; // for(int x = 0; x < w; x++ ) { for (; indexInput < indexEnd; indexInput++, indexOutput++ ) { double total = 0; for( int i = 0; i < bands.length; i++ ) { total += bands[i].data[ indexInput ]; } output.data[indexOutput] = (total / bands.length); } } } /** *

* Performs pixel-wise addition
* output(x,y) = imgA(x,y) + imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void add(GrayU8 imgA , GrayU8 imgB , GrayU16 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = (short)((imgA.data[indexA] & 0xFF) + (imgB.data[indexB] & 0xFF)); } } } /** *

* Performs pixel-wise subtraction.
* output(x,y) = imgA(x,y) - imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void subtract(GrayU8 imgA , GrayU8 imgB , GrayI16 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = (short)((imgA.data[indexA] & 0xFF) - (imgB.data[indexB] & 0xFF)); } } } /** *

* Performs pixel-wise addition
* output(x,y) = imgA(x,y) + imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void add(GrayS8 imgA , GrayS8 imgB , GrayS16 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = (short)((imgA.data[indexA] ) + (imgB.data[indexB] )); } } } /** *

* Performs pixel-wise subtraction.
* output(x,y) = imgA(x,y) - imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void subtract(GrayS8 imgA , GrayS8 imgB , GrayS16 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = (short)((imgA.data[indexA] ) - (imgB.data[indexB] )); } } } /** *

* Performs pixel-wise addition
* output(x,y) = imgA(x,y) + imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void add(GrayU16 imgA , GrayU16 imgB , GrayS32 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = (int)((imgA.data[indexA] & 0xFFFF) + (imgB.data[indexB] & 0xFFFF)); } } } /** *

* Performs pixel-wise subtraction.
* output(x,y) = imgA(x,y) - imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void subtract(GrayU16 imgA , GrayU16 imgB , GrayS32 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = (int)((imgA.data[indexA] & 0xFFFF) - (imgB.data[indexB] & 0xFFFF)); } } } /** *

* Performs pixel-wise addition
* output(x,y) = imgA(x,y) + imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void add(GrayS16 imgA , GrayS16 imgB , GrayS32 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = (int)((imgA.data[indexA] ) + (imgB.data[indexB] )); } } } /** *

* Performs pixel-wise subtraction.
* output(x,y) = imgA(x,y) - imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void subtract(GrayS16 imgA , GrayS16 imgB , GrayS32 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = (int)((imgA.data[indexA] ) - (imgB.data[indexB] )); } } } /** *

* Performs pixel-wise addition
* output(x,y) = imgA(x,y) + imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void add(GrayS32 imgA , GrayS32 imgB , GrayS32 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = (int)((imgA.data[indexA] ) + (imgB.data[indexB] )); } } } /** *

* Performs pixel-wise subtraction.
* output(x,y) = imgA(x,y) - imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void subtract(GrayS32 imgA , GrayS32 imgB , GrayS32 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = (int)((imgA.data[indexA] ) - (imgB.data[indexB] )); } } } /** *

* Performs pixel-wise addition
* output(x,y) = imgA(x,y) + imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void add(GrayS64 imgA , GrayS64 imgB , GrayS64 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = (long)((imgA.data[indexA] ) + (imgB.data[indexB] )); } } } /** *

* Performs pixel-wise subtraction.
* output(x,y) = imgA(x,y) - imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void subtract(GrayS64 imgA , GrayS64 imgB , GrayS64 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = (long)((imgA.data[indexA] ) - (imgB.data[indexB] )); } } } /** *

* Performs pixel-wise addition
* output(x,y) = imgA(x,y) + imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void add(GrayF32 imgA , GrayF32 imgB , GrayF32 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = ((imgA.data[indexA] ) + (imgB.data[indexB] )); } } } /** *

* Performs pixel-wise subtraction.
* output(x,y) = imgA(x,y) - imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void subtract(GrayF32 imgA , GrayF32 imgB , GrayF32 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = ((imgA.data[indexA] ) - (imgB.data[indexB] )); } } } /** *

* Performs pixel-wise multiplication
* output(x,y) = imgA(x,y) * imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void multiply(GrayF32 imgA , GrayF32 imgB , GrayF32 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = ((imgA.data[indexA] ) * (imgB.data[indexB] )); } } } /** *

* Performs pixel-wise division
* output(x,y) = imgA(x,y) / imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void divide(GrayF32 imgA , GrayF32 imgB , GrayF32 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = ((imgA.data[indexA] ) / (imgB.data[indexB] )); } } } /** * Sets each pixel in the output image to log( 1 + input(x,y)) of the input image. * Both the input and output image can be the same instance. * * @param input The input image. Not modified. * @param output Where the log image is written to. Modified. */ public static void log(GrayF32 input , GrayF32 output ) { InputSanityCheck.checkSameShape(input,output); for( int y = 0; y < input.height; y++ ) { int indexSrc = input.startIndex + y* input.stride; int indexDst = output.startIndex + y* output.stride; int end = indexSrc + input.width; for( ; indexSrc < end; indexSrc++ , indexDst++) { output.data[indexDst] = (float)Math.log(1 + input.data[indexSrc]); } } } /** * Raises each pixel in the input image to the power of two. Both the input and output image can be the * same instance. * * @param input The input image. Not modified. * @param output Where the pow2 image is written to. Modified. */ public static void pow2(GrayF32 input , GrayF32 output ) { InputSanityCheck.checkSameShape(input,output); for( int y = 0; y < input.height; y++ ) { int indexSrc = input.startIndex + y* input.stride; int indexDst = output.startIndex + y* output.stride; int end = indexSrc + input.width; for( ; indexSrc < end; indexSrc++ , indexDst++) { float v = input.data[indexSrc]; output.data[indexDst] = v*v; } } } /** * Computes the square root of each pixel in the input image. Both the input and output image can be the * same instance. * * @param input The input image. Not modified. * @param output Where the sqrt() image is written to. Modified. */ public static void sqrt(GrayF32 input , GrayF32 output ) { InputSanityCheck.checkSameShape(input,output); for( int y = 0; y < input.height; y++ ) { int indexSrc = input.startIndex + y* input.stride; int indexDst = output.startIndex + y* output.stride; int end = indexSrc + input.width; for( ; indexSrc < end; indexSrc++ , indexDst++) { output.data[indexDst] = (float)Math.sqrt(input.data[indexSrc]); } } } /** *

* Performs pixel-wise addition
* output(x,y) = imgA(x,y) + imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void add(GrayF64 imgA , GrayF64 imgB , GrayF64 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = ((imgA.data[indexA] ) + (imgB.data[indexB] )); } } } /** *

* Performs pixel-wise subtraction.
* output(x,y) = imgA(x,y) - imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void subtract(GrayF64 imgA , GrayF64 imgB , GrayF64 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = ((imgA.data[indexA] ) - (imgB.data[indexB] )); } } } /** *

* Performs pixel-wise multiplication
* output(x,y) = imgA(x,y) * imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void multiply(GrayF64 imgA , GrayF64 imgB , GrayF64 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = ((imgA.data[indexA] ) * (imgB.data[indexB] )); } } } /** *

* Performs pixel-wise division
* output(x,y) = imgA(x,y) / imgB(x,y) *

* @param imgA Input image. Not modified. * @param imgB Input image. Not modified. * @param output Output image. Modified. */ public static void divide(GrayF64 imgA , GrayF64 imgB , GrayF64 output ) { InputSanityCheck.checkSameShape(imgA,imgB,output); final int h = imgA.getHeight(); final int w = imgA.getWidth(); for (int y = 0; y < h; y++) { int indexA = imgA.getStartIndex() + y * imgA.getStride(); int indexB = imgB.getStartIndex() + y * imgB.getStride(); int indexOut = output.getStartIndex() + y * output.getStride(); int indexEnd = indexA+w; // for(int x = 0; x < w; x++ ) { for (; indexA < indexEnd; indexA++, indexB++, indexOut++ ) { output.data[indexOut] = ((imgA.data[indexA] ) / (imgB.data[indexB] )); } } } /** * Sets each pixel in the output image to log( 1 + input(x,y)) of the input image. * Both the input and output image can be the same instance. * * @param input The input image. Not modified. * @param output Where the log image is written to. Modified. */ public static void log(GrayF64 input , GrayF64 output ) { InputSanityCheck.checkSameShape(input,output); for( int y = 0; y < input.height; y++ ) { int indexSrc = input.startIndex + y* input.stride; int indexDst = output.startIndex + y* output.stride; int end = indexSrc + input.width; for( ; indexSrc < end; indexSrc++ , indexDst++) { output.data[indexDst] = Math.log(1 + input.data[indexSrc]); } } } /** * Raises each pixel in the input image to the power of two. Both the input and output image can be the * same instance. * * @param input The input image. Not modified. * @param output Where the pow2 image is written to. Modified. */ public static void pow2(GrayF64 input , GrayF64 output ) { InputSanityCheck.checkSameShape(input,output); for( int y = 0; y < input.height; y++ ) { int indexSrc = input.startIndex + y* input.stride; int indexDst = output.startIndex + y* output.stride; int end = indexSrc + input.width; for( ; indexSrc < end; indexSrc++ , indexDst++) { double v = input.data[indexSrc]; output.data[indexDst] = v*v; } } } /** * Computes the square root of each pixel in the input image. Both the input and output image can be the * same instance. * * @param input The input image. Not modified. * @param output Where the sqrt() image is written to. Modified. */ public static void sqrt(GrayF64 input , GrayF64 output ) { InputSanityCheck.checkSameShape(input,output); for( int y = 0; y < input.height; y++ ) { int indexSrc = input.startIndex + y* input.stride; int indexDst = output.startIndex + y* output.stride; int end = indexSrc + input.width; for( ; indexSrc < end; indexSrc++ , indexDst++) { output.data[indexDst] = Math.sqrt(input.data[indexSrc]); } } } }




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