com.github.ojil.algorithm.RgbAbsDiffGray Maven / Gradle / Ivy
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/*
* RgbAvgGray.java
*
* Created on August 27, 2006, 8:28 AM
*
* To change this template, choose Tools | Template Manager
* and open the template in the editor.
*
* Copyright 2007 by Jon A. Webb
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU Lesser General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU Lesser General Public License for more details.
*
* You should have received a copy of the Lesser GNU General Public License
* along with this program. If not, see .
*
*/
package com.github.ojil.algorithm;
import com.github.ojil.core.Gray8Image;
import com.github.ojil.core.Image;
import com.github.ojil.core.ImageError;
import com.github.ojil.core.PipelineStage;
import com.github.ojil.core.RgbImage;
import com.github.ojil.core.RgbVal;
/**
* Pipeline stage converts an ARGB color image into a Gray8Image by measuring
* difference from a defined color. Pixels equal to the defined color get value
* Byte.MIN_VALUE. Other pixels get sum of absolute difference between their
* color and the defined color.
*
* For use when looking for objects of a given color. Thresholding or edge
* detection should isolate the object.
*
* @author webb
*/
public class RgbAbsDiffGray extends PipelineStage {
int nR, nG, nB;
/** Creates a new instance of RgbAvgGray */
public RgbAbsDiffGray(final int nRGB) {
nR = RgbVal.getR(nRGB);
nG = RgbVal.getG(nRGB);
nB = RgbVal.getB(nRGB);
}
/**
* Implementation of push operation from PipelineStage. Averages the R, G,
* and B values to create a gray image of the same size. Note that the
* RGB->Gray conversion involves changing the data range of each pixel from
* 0->255 to -128->127 because byte is a signed type.
*
* @param image
* the input image
* @throws ImageError
* if image is not an RgbImage
*/
@Override
public void push(final Image> image) throws ImageError {
if (!(image instanceof RgbImage)) {
throw new ImageError(ImageError.PACKAGE.ALGORITHM, AlgorithmErrorCodes.IMAGE_NOT_RGBIMAGE, image.toString(), null, null);
}
final RgbImage> rgb = (RgbImage>) image;
final Integer[] rgbData = rgb.getData();
final Gray8Image> gray = new Gray8Image<>(image.getWidth(), image.getHeight());
final Byte[] grayData = gray.getData();
for (int i = 0; i < (image.getWidth() * image.getHeight()); i++) {
/*
* get individual r, g, and b values, unmasking them from the ARGB
* word.
*/
final byte r = RgbVal.getR(rgbData[i]);
final byte g = RgbVal.getG(rgbData[i]);
final byte b = RgbVal.getB(rgbData[i]);
/*
* average the values to get the grayvalue
*/
grayData[i] = (byte) (Math.min(Byte.MAX_VALUE, ((Math.abs(r - nR) + Math.abs(g - nG) + Math.abs(b - nB)) / 3) + Byte.MIN_VALUE));
}
super.setOutput(gray);
}
}