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Orbit, a versatile image analysis software for biological image-based quantification
/*
* Orbit, a versatile image analysis software for biological image-based quantification.
* Copyright (C) 2009 - 2018 Idorsia Pharmaceuticals Ltd., Hegenheimermattweg 91, CH-4123 Allschwil, Switzerland.
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU 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 General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see .
*
*/
package com.actelion.research.orbit.imageAnalysis.utils;
import com.actelion.research.orbit.exceptions.OrbitImageServletException;
import com.actelion.research.orbit.utils.RawUtilsCommon;
import com.sun.media.jai.codec.*;
import ij.ImagePlus;
import ij.io.Opener;
import ij.process.ImageProcessor;
import loci.formats.ChannelSeparator;
import loci.formats.FormatException;
import loci.formats.in.LIFReader;
import loci.formats.in.ZeissZVIReader;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import javax.imageio.ImageIO;
import javax.imageio.ImageReadParam;
import javax.imageio.ImageReader;
import javax.imageio.stream.ImageInputStream;
import javax.imageio.stream.MemoryCacheImageInputStream;
import javax.media.jai.*;
import javax.media.jai.operator.ScaleDescriptor;
import javax.swing.*;
import java.awt.*;
import java.awt.color.ColorSpace;
import java.awt.image.*;
import java.awt.image.renderable.ParameterBlock;
import java.io.*;
import java.net.URL;
import java.util.HashMap;
import java.util.Map;
import java.util.NoSuchElementException;
public class TiffConverter {
private static Logger logger = LoggerFactory.getLogger(TiffConverter.class);
private static final double[] subtract_grey = new double[]{0};
private static final double[] divide_grey = new double[]{1. / 16.};
private static final double[] subtract_rgb = new double[]{0, 0, 0};
private static final double[] divide_rgb = new double[]{1. / 16., 1. / 16., 1. / 16.};
private static final ColorModel rgbColorModel = new ComponentColorModel(ColorSpace.getInstance(ColorSpace.CS_sRGB), new int[]{8, 8, 8}, false, false, Transparency.OPAQUE, DataBuffer.TYPE_BYTE);
private static final ColorModel greyColorModel = new ComponentColorModel(ColorSpace.getInstance(ColorSpace.CS_GRAY), new int[]{8}, false, false, Transparency.OPAQUE, DataBuffer.TYPE_BYTE);
/**
* SourceImage can be of type URL or String. If it is a String, then a File(sourceImage) will be opened.
* If biCubicInterpolation is false nearest interpolation will be used.
*
* @param sourceImage
* @param width
* @param height
* @return
*/
public static RenderedImage convertImageToRenderedImage(Object sourceImage, int width, int height, boolean biCubicInterpolation) {
try {
// read
PlanarImage image = null;
if (sourceImage instanceof URL) {
image = JAI.create("url", sourceImage);
} else {
image = loadFromFile((String) sourceImage);
}
// v2
/*
ImageInputStream imageStream = null;
if (sourceImage instanceof URL) {
imageStream = new MemoryCacheImageInputStream(((URL) sourceImage).openStream());
} else {
imageStream = ImageIO.createImageInputStream(new File((String)sourceImage));
}
ImageReader reader = null;
try {
reader = ImageIO.getImageReaders(imageStream).next();
} catch (NoSuchElementException ex) {
return null;
}
ImageReadParam param = reader.getDefaultReadParam();
reader.setInput(imageStream);
int sw = 1024; if (width>0) sw = width;
int sh = 768; if (height>0) sh = height;
//int subSW = reader.getWidth(0) / sw;
//int subSH = reader.getHeight(0) / sh;
int subSW = 1;
int subSH = 1;
//param.setSourceRegion(new Rectangle(0,0,sw*subSW,sh*subSH));
//param.setSourceSubsampling(subSW, subSH, 0, 0);
RenderedImage image = reader.read(0,param);
reader.dispose();
imageStream.close();
*/
// v1
/*
File file = new File(sourceImage);
if (!file.exists()) {
//logger.error("sourceImage does not exist: "+sourceImage);
System.out.println("sourceImage does not exist: "+sourceImage);
return null;
}
SeekableStream seekableStream = new FileSeekableStream(file);
ImageDecoder decoder = null;
if (isTiffFile(sourceImage))
{
decoder = ImageCodec.createImageDecoder("tiff", seekableStream, null);
} else // assumes it's a jpg
{
decoder = ImageCodec.createImageDecoder("jpeg",seekableStream, null);
}
ImageDecodeParam param = decoder.getParam();
RenderedImage image = decoder.decodeAsRenderedImage();
*/
// scale
if (width > 0 || height > 0) {
float xScale = (float) width / image.getWidth();
float yScale = xScale;
int interpolType = Interpolation.INTERP_NEAREST;
if (biCubicInterpolation) interpolType = Interpolation.INTERP_BICUBIC;
if (height > 0) yScale = (float) height / image.getHeight();
RenderedOp renderedOp = ScaleDescriptor.create(image, new Float(xScale), new Float(yScale),
new Float(0.0f), new Float(0.0f), Interpolation.getInstance(interpolType), null);
image = renderedOp.getRendering();
}
// 16bit to 8bit per pixel
int numComponents = image.getColorModel().getNumComponents();
int bitsPerPixel = image.getColorModel().getPixelSize();
boolean is16bit = (bitsPerPixel / numComponents) == 16;
boolean isGrey = numComponents == 1; // else 3 components is assumed
if (is16bit) {
ParameterBlock pbRescale = new ParameterBlock();
if (isGrey) {
pbRescale.add(divide_grey);
pbRescale.add(subtract_grey);
} else {
pbRescale.add(divide_rgb);
pbRescale.add(subtract_rgb);
}
pbRescale.addSource(image);
image = JAI.create("rescale", pbRescale, null);
ParameterBlock pbConvert = new ParameterBlock();
pbConvert.addSource(image);
pbConvert.add(DataBuffer.TYPE_BYTE);
image = JAI.create("format", pbConvert);
} // now it's 8bit per pixel
// ColorModel and ColorSpace -> target: sRGB or grey, 8bit per pixel
// ensure sRGB (source was type_rgb) or grey (source was grey)
ColorModel colorModel = rgbColorModel;
if (isGrey) colorModel = greyColorModel;
/* // rendering hints can be used as further parameter of JAI.create, but unclear what exactly it does.
ImageLayout layout = new ImageLayout();
layout.setColorModel(colorModel);
RenderingHints rh = new RenderingHints(JAI.KEY_IMAGE_LAYOUT, layout);
*/
try {
ParameterBlock pb = new ParameterBlock();
pb.addSource(image).add(colorModel);
RenderedOp dst = JAI.create("ColorConvert", pb);
image = dst.getRendering();
} catch (IllegalArgumentException ex) {
System.out.println("Warning: Cannot convert color model. Original color model: " + image.getColorModel());
}
/*
ColorConvertOp colorConvertOp = new ColorConvertOp(null);
BufferedImage bi = RenderedOp.wrapRenderedImage(image).getAsBufferedImage());
System.out.println("dest colormodel: "+ rgbColorModel.toString());
System.out.println("dest colorspace: "+ rgbColorModel.getColorSpace().getName(0));
BufferedImage bi2 = colorConvertOp.createCompatibleDestImage(bi, rgbColorModel);
image = colorConvertOp.filter(bi, bi2);
*/
return image;
} catch (Exception e) {
//logger.error("error: ",e);
e.printStackTrace();
return null;
}
}
public static BufferedImage getScaledImage(RenderedImage image, float scale) {
RenderedOp renderedOp = ScaleDescriptor.create(image, scale, scale,
new Float(0.0f), new Float(0.0f), Interpolation.getInstance(Interpolation.INTERP_NEAREST), null);
return renderedOp.getRendering().getAsBufferedImage();
/*
ParameterBlock pb = new ParameterBlock();
pb.addSource(image); // The source image
pb.add((double)scale); // The xScale
pb.add((double)scale); // The yScale
pb.add(0.0); // The x translation
pb.add(0.0); // The y translation
RenderingHints qualityHints = new RenderingHints(RenderingHints.KEY_RENDERING,
RenderingHints.VALUE_RENDER_QUALITY);
RenderedOp resizedImage = JAI.create("SubsampleAverage", pb, qualityHints);
return resizedImage.getAsBufferedImage();
*/
}
/**
* Scales an image. If either width or height < 0 then the size will be computed with respect to the ratio of the original image.
* If both width and height < 0 then the original width and height will be used.
*
* @param image
* @param width
* @param height
* @return
*/
public static BufferedImage getScaledImage(BufferedImage image, int width, int height) {
Map map = new HashMap();
map.put(RenderingHints.KEY_INTERPOLATION, RenderingHints.VALUE_INTERPOLATION_BICUBIC);
map.put(RenderingHints.KEY_RENDERING, RenderingHints.VALUE_RENDER_QUALITY);
map.put(RenderingHints.KEY_ANTIALIASING, RenderingHints.VALUE_ANTIALIAS_ON);
int sizeX = width;
int sizeY = height;
if (sizeY < 0 && sizeX >= 0) {
double ratio = image.getWidth() / (double) image.getHeight();
sizeY = (int) ((((double) sizeX / image.getWidth()) * image.getWidth()) / ratio);
} else if (sizeX < 0 && sizeY >= 0) {
double ratio = image.getHeight() / (double) image.getWidth();
sizeX = (int) ((((double) sizeY / image.getHeight()) * image.getHeight()) / ratio);
} // else sizeX and sizeY is equal to the original size
if (sizeX <= 0) sizeX = 1;
if (sizeY <= 0) sizeY = 1;
BufferedImage bi = new BufferedImage(sizeX, sizeY, BufferedImage.TYPE_INT_RGB);
Graphics2D g2d = bi.createGraphics();
g2d.setRenderingHints(map);
//g2d.setRenderingHint(RenderingHints.KEY_INTERPOLATION, renderingHintInterpolation);
g2d.drawImage(image, 0, 0, sizeX, sizeY, null);
return bi;
}
public static PlanarImage blurImage(BufferedImage image) {
Map map = new HashMap();
map.put(RenderingHints.KEY_INTERPOLATION, RenderingHints.VALUE_INTERPOLATION_BICUBIC);
map.put(RenderingHints.KEY_RENDERING, RenderingHints.VALUE_RENDER_QUALITY);
map.put(RenderingHints.KEY_ANTIALIASING, RenderingHints.VALUE_ANTIALIAS_ON);
RenderingHints hints = new RenderingHints(map);
final float ninth = 1.0f / 9.0f;
final float[] blurKernel = {
ninth, ninth, ninth,
ninth, ninth, ninth,
ninth, ninth, ninth
};
KernelJAI kernel = new KernelJAI(3, 3,
blurKernel);
return JAI.create("convolve", image, kernel, hints);
}
/**
* Tries to get an embedded thumbnail of the image.
* If not available and imagesize<5000 it build a downscaled image.
* Else it creatse an empty black image of the specified size.
*
* @param displayImage
* @param sourceImage
* @param sizeX
* @param sizeY
* @param imageType
* @param useFullSizeForEmbedded
* @param imageNum
* @return
*/
public static BufferedImage getDownsampledImage(PlanarImage displayImage, Object sourceImage, int sizeX, int sizeY, int imageType, boolean useFullSizeForEmbedded, int imageNum) {
BufferedImage image = new BufferedImage(sizeX, sizeY, imageType);
if (displayImage != null) {
BufferedImage thn = getEmbeddedThumbnail(sourceImage, imageNum);
if (thn != null) {
if (useFullSizeForEmbedded) {
sizeX = thn.getWidth();
sizeY = thn.getHeight();
image = new BufferedImage(sizeX, sizeY, imageType);
}
image.getGraphics().drawImage(thn, 0, 0, sizeX, sizeY, null);
return image;
}
if ((thn == null) && (displayImage != null) && (displayImage.getWidth() < 5000) && (displayImage.getHeight() < 5000)) {
image.getGraphics().drawImage(displayImage.getAsBufferedImage(), 0, 0, sizeX, sizeY, null);
return image;
}
}
image.getGraphics().setColor(Color.black);
image.getGraphics().fillRect(0, 0, sizeX, sizeY);
return image;
}
public static BufferedImage getDownsampledImage(Object sourceImage, int sizeX, int sizeY, int imageNum, boolean returnBlackBoxIfNotPossible) {
BufferedImage image = null;
BufferedImage thn = getEmbeddedThumbnail(sourceImage, imageNum);
if (thn != null) {
if (sizeY == -1) {
double ratio = thn.getWidth() / (double) thn.getHeight();
sizeY = (int) ((((double) sizeX / thn.getWidth()) * thn.getWidth()) / ratio);
}
image = new BufferedImage(sizeX, sizeY, BufferedImage.TYPE_INT_RGB);
image.getGraphics().drawImage(thn, 0, 0, sizeX, sizeY, null);
return image;
}
// no thumbnail, so try to load the image
PlanarImage displayImage = null;
if (sourceImage instanceof URL) {
displayImage = JAI.create("url", sourceImage);
} else {
displayImage = loadFromFile((String) sourceImage);
}
if ((sizeY == -1) && (displayImage != null)) {
double ratio = displayImage.getWidth() / (double) displayImage.getHeight();
sizeY = (int) ((((double) sizeX / displayImage.getWidth()) * displayImage.getWidth()) / ratio);
}
if ((thn == null) && (displayImage != null) && (displayImage.getWidth() < 5000) && (displayImage.getHeight() < 5000)) {
image = new BufferedImage(sizeX, sizeY, BufferedImage.TYPE_INT_RGB);
image.getGraphics().drawImage(displayImage.getAsBufferedImage(), 0, 0, sizeX, sizeY, null);
displayImage.dispose();
displayImage = null;
return image;
}
// try to load a sidecar _thumb or -thumb image
if (new File((String) sourceImage).exists()) // only if source is an existing file (and not URL)
{
for (String thumbStr : RawUtilsCommon.STR_THUMBS) {
String fn = (String) sourceImage;
String ending = RawUtilsCommon.getExtension(fn, false);
if (ending == null || ending.length() < 1) continue;
fn = fn.substring(0, fn.length() - ending.length() - 1);
for (String thnEnding : new String[]{ending, "jpg"}) // maybe its not the original ending, but a jpg
{
String thumbFn = fn + thumbStr + "." + thnEnding;
if (new File(thumbFn).exists()) {
logger.debug("reading sidecar thumbnail: " + thumbFn);
PlanarImage scThn = loadFromFile(thumbFn);
if (scThn != null && scThn.getWidth() < 5000 && scThn.getHeight() < 5000) {
image = new BufferedImage(sizeX, sizeY, BufferedImage.TYPE_INT_RGB);
image.getGraphics().drawImage(scThn.getAsBufferedImage(), 0, 0, sizeX, sizeY, null);
return image;
}
}
}
}
}
if (returnBlackBoxIfNotPossible) {
if (sizeY == -1) sizeY = (int) (sizeX * 0.75d);
image = new BufferedImage(sizeX, sizeY, BufferedImage.TYPE_INT_RGB);
image.getGraphics().setColor(Color.black);
image.getGraphics().fillRect(0, 0, sizeX, sizeY);
return image;
}
return null;
}
private static BufferedImage getEmbeddedThumbnail(Object sourceImage, int imageNum) {
if (sourceImage == null) return null;
BufferedImage thumbnail = null;
ImageInputStream imageStream = null;
ImageReader reader = null;
try {
if (sourceImage instanceof URL) {
imageStream = new MemoryCacheImageInputStream(((URL) sourceImage).openStream());
} else if (sourceImage instanceof String) {
imageStream = ImageIO.createImageInputStream(new File((String) sourceImage));
}
if (imageStream == null) return null;
try {
reader = ImageIO.getImageReaders(imageStream).next();
} catch (NoSuchElementException ex) {
logger.trace("no such element");
return null;
}
ImageReadParam readParam = reader.getDefaultReadParam();
reader.setInput(imageStream);
// Read thumbnail and IFD if present.
//IIOMetadata thumbnailIFD = null;
if (reader.getNumImages(true) > 1) {
// for (int i=0; i 1) {
// for (int i=0; i
* The format is always a jpeg compressed (quality 0.85) tif in sRGB colorSpace or GreyScale, 8 bit per sample.
* The new width of the scaled image is returned.
*
* @param fileName
* @param scaleFactor
* @param convertBPP
* @param convertColorModel
* @return the new width
*/
public static RenderedOp convertScale(String fileName, float scaleFactor, boolean convertBPP, boolean convertColorModel) {
// TODO: better quality -> renderinghints
RenderingHints renderingHints = new RenderingHints(RenderingHints.KEY_INTERPOLATION, RenderingHints.VALUE_INTERPOLATION_BICUBIC);
PlanarImage image = loadFromFile(fileName);
RenderedOp formattedImage = null;
// 16bit to 8bit per pixel
int numComponents = image.getColorModel().getNumComponents();
int bitsPerPixel = image.getColorModel().getPixelSize();
boolean is16bit = (bitsPerPixel / numComponents) == 16;
boolean isGrey = numComponents == 1; // else 3 components is assumed
if (is16bit) {
ParameterBlock pbRescale = new ParameterBlock();
if (isGrey) {
pbRescale.add(divide_grey);
pbRescale.add(subtract_grey);
} else {
pbRescale.add(divide_rgb);
pbRescale.add(subtract_rgb);
}
pbRescale.addSource(image);
image = JAI.create("rescale", pbRescale, renderingHints);
ParameterBlock pbConvert = new ParameterBlock();
pbConvert.addSource(image);
pbConvert.add(DataBuffer.TYPE_BYTE);
formattedImage = JAI.create("format", pbConvert);
} // now it's 8bit per pixel
Object source = image;
if (formattedImage != null) source = formattedImage;
RenderedOp colorConvertImage = null;
// ColorModel and ColorSpace -> target: sRGB or grey, 8bit per pixel
// ensure sRGB (source was type_rgb) or grey (source was grey)
ColorModel colorModel = rgbColorModel;
if (isGrey) colorModel = greyColorModel;
try {
ParameterBlock pb = new ParameterBlock();
pb.addSource(source).add(colorModel);
colorConvertImage = JAI.create("ColorConvert", pb);
} catch (IllegalArgumentException ex) {
colorConvertImage = null;
System.out.println("Warning: Cannot convert color model. Original color model: " + image.getColorModel());
}
if (colorConvertImage != null) source = colorConvertImage;
ParameterBlock pb = new ParameterBlock();
pb.addSource(source);
pb.add(scaleFactor); // scale factor is ~ 0.3
pb.add(scaleFactor); // ~0.3
pb.add(0.0F); // The x translation
pb.add(0.0F); // The y translation
//pb.add(new InterpolationNearest());
pb.add(new InterpolationBicubic(8)); // another attempt
//pb.add(new InterpolationBilinear(5)); // another attempt
RenderedOp scaled = JAI.create("scale", pb);
image = null;
return scaled;
}
/**
* scales an image with scaleFactor and saves the new image to oldname.num.tif.
* The format is always a jpeg compressed (quality 0.85) tif in sRGB colorSpace or GreyScale, 8 bit per sample.
* The new width of the scaled image is returned.
*
* @param fileName
* @param num
* @param scaleFactor
* @param convertBPP
* @param convertColorModel
* @return the new width
*/
public static int convertScale(String fileName, int num, float scaleFactor, boolean convertBPP, boolean convertColorModel) {
// TODO: better quality -> renderinghints
RenderingHints renderingHints = new RenderingHints(RenderingHints.KEY_INTERPOLATION, RenderingHints.VALUE_INTERPOLATION_BICUBIC);
PlanarImage image = loadFromFile(fileName);
RenderedOp formattedImage = null;
// 16bit to 8bit per pixel
int numComponents = image.getColorModel().getNumComponents();
int bitsPerPixel = image.getColorModel().getPixelSize();
boolean is16bit = (bitsPerPixel / numComponents) == 16;
boolean isGrey = numComponents == 1; // else 3 components is assumed
if (is16bit) {
ParameterBlock pbRescale = new ParameterBlock();
if (isGrey) {
pbRescale.add(divide_grey);
pbRescale.add(subtract_grey);
} else {
pbRescale.add(divide_rgb);
pbRescale.add(subtract_rgb);
}
pbRescale.addSource(image);
image = JAI.create("rescale", pbRescale, renderingHints);
ParameterBlock pbConvert = new ParameterBlock();
pbConvert.addSource(image);
pbConvert.add(DataBuffer.TYPE_BYTE);
formattedImage = JAI.create("format", pbConvert);
} // now it's 8bit per pixel
Object source = image;
if (formattedImage != null) source = formattedImage;
RenderedOp colorConvertImage = null;
// ColorModel and ColorSpace -> target: sRGB or grey, 8bit per pixel
// ensure sRGB (source was type_rgb) or grey (source was grey)
ColorModel colorModel = rgbColorModel;
if (isGrey) colorModel = greyColorModel;
try {
ParameterBlock pb = new ParameterBlock();
pb.addSource(source).add(colorModel);
colorConvertImage = JAI.create("ColorConvert", pb);
} catch (IllegalArgumentException ex) {
colorConvertImage = null;
System.out.println("Warning: Cannot convert color model. Original color model: " + image.getColorModel());
}
if (colorConvertImage != null) source = colorConvertImage;
ParameterBlock pb = new ParameterBlock();
pb.addSource(source);
pb.add(scaleFactor); // scale factor is ~ 0.3
pb.add(scaleFactor); // ~0.3
pb.add(0.0F); // The x translation
pb.add(0.0F); // The y translation
//pb.add(new InterpolationNearest());
pb.add(new InterpolationBicubic(8)); // another attempt
//pb.add(new InterpolationBilinear(5)); // another attempt
RenderedOp scaled = JAI.create("scale", pb);
// save
//String fn = fileName.substring(0, fileName.length()-4) + "."+num+".tif";
String fn = fileName.split("\\.")[0] + "." + num + ".tif";
TIFFEncodeParam param = new TIFFEncodeParam();
param.setTileSize(OrbitUtils.TILE_SIZE, OrbitUtils.TILE_SIZE);
param.setWriteTiled(true);
param.setCompression(TIFFEncodeParam.COMPRESSION_JPEG_TTN2);
JPEGEncodeParam jpgParam = new JPEGEncodeParam();
jpgParam.setQuality(0.85f);
param.setJPEGEncodeParam(jpgParam);
JAI.create("filestore", scaled, fn, "TIFF", param);
//System.out.println("finished writing number "+num);
return scaled.getWidth();
}
/**
* scales an image with scaleFactor and saves the new image to oldname.num.tif.
* The format is always a jpeg compressed (quality 0.85) tif in sRGB colorSpace or GreyScale, 8 bit per sample.
* The new width of the scaled image is returned.
*
* @param fileName
* @param num
* @param scaleFactor
* @return the new width
*/
public static int convertScale(String fileName, int num, float scaleFactor) {
RenderedOp scaled = convertScale(fileName, scaleFactor, true, true);
// save
//String fn = fileName.substring(0, fileName.length()-4) + "."+num+".tif";
String fn = fileName.split("\\.")[0] + "." + num + ".tif";
TIFFEncodeParam param = new TIFFEncodeParam();
param.setTileSize(OrbitUtils.TILE_SIZE, OrbitUtils.TILE_SIZE);
param.setWriteTiled(true);
param.setCompression(TIFFEncodeParam.COMPRESSION_JPEG_TTN2);
JPEGEncodeParam jpgParam = new JPEGEncodeParam();
jpgParam.setQuality(0.85f);
param.setJPEGEncodeParam(jpgParam);
JAI.create("filestore", scaled, fn, "TIFF", param);
return scaled.getWidth();
}
/**
* scales an image with scaleFactor and saves the new image to toFileName.
* The format is always a jpeg compressed (quality 0.85) tif in sRGB colorSpace or GreyScale, 8 bit per sample.
* The new width of the scaled image is returned.
*
* @param fileName
* @param scaleFactor
* @return the new width
*/
public static int convertScale(String fileName, String toFileName, float scaleFactor) {
RenderedOp scaled = convertScale(fileName, scaleFactor, true, true);
// save
//String fn = fileName.substring(0, fileName.length()-4) + "."+num+".tif";
TIFFEncodeParam param = new TIFFEncodeParam();
param.setTileSize(OrbitUtils.TILE_SIZE, OrbitUtils.TILE_SIZE);
param.setWriteTiled(true);
param.setCompression(TIFFEncodeParam.COMPRESSION_JPEG_TTN2);
JPEGEncodeParam jpgParam = new JPEGEncodeParam();
jpgParam.setQuality(0.85f);
param.setJPEGEncodeParam(jpgParam);
JAI.create("filestore", scaled, toFileName, "TIFF", param);
return scaled.getWidth();
}
/**
* scales an image with scaleFactor and outputs it to the outputStream.
* The format is always a jpeg compressed (quality 0.85) tif in sRGB colorSpace or GreyScale, 8 bit per sample.
* The new width of the scaled image is returned.
*
* @param fileName
* @return the new width
*/
public static int convertScale(String fileName, float scaleFactor, OutputStream outStream) {
RenderedOp scaled = convertScale(fileName, scaleFactor, true, true);
// save
TIFFEncodeParam param = new TIFFEncodeParam();
param.setTileSize(OrbitUtils.TILE_SIZE, OrbitUtils.TILE_SIZE);
param.setWriteTiled(true);
param.setCompression(TIFFEncodeParam.COMPRESSION_JPEG_TTN2);
JPEGEncodeParam jpgParam = new JPEGEncodeParam();
jpgParam.setQuality(0.85f);
param.setJPEGEncodeParam(jpgParam);
ImageEncoder encoder = ImageCodec.createImageEncoder("TIFF", outStream, param);
try {
encoder.encode(scaled);
} catch (IOException e) {
e.printStackTrace();
}
return scaled.getWidth();
}
private static void convertImage(String sourceImage, OutputStream outStream, int width, int height, boolean biCubicInterpolation) {
try {
RenderedImage image = convertImageToRenderedImage(sourceImage, width, height, biCubicInterpolation);
logger.trace("convertImageToRenderedImage done");
// write
JPEGEncodeParam encodeParam = new JPEGEncodeParam();
encodeParam.setQuality(0.85F);
logger.trace("now building encoder");
ImageEncoder encoder = ImageCodec.createImageEncoder("JPEG", outStream, encodeParam);
// ImageEncoder encoder = ImageCodec.createImageEncoder("PNG", outStream, null); // png
logger.trace("starting encode process");
logger.trace("image to encode: " + image);
encoder.encode(image);
logger.trace("encoding done");
} catch (IOException e) {
//logger.error("error: ",e);
e.printStackTrace();
outStream = null;
}
}
public static boolean convertImage(String sourceImage, String targetImage, int width, int height, boolean biCubicInterpolation) {
FileOutputStream outStream;
try {
outStream = new FileOutputStream(targetImage);
convertImage(sourceImage, outStream, width, height, biCubicInterpolation);
} catch (FileNotFoundException e) {
//logger.error("error: ",e);
e.printStackTrace();
return false;
}
return outStream != null;
}
public static byte[] convertImage(String sourceImage, int width, int height, boolean biCubicInterpolation) {
ByteArrayOutputStream outStream = new ByteArrayOutputStream();
convertImage(sourceImage, outStream, width, height, biCubicInterpolation);
return outStream.toByteArray();
}
public static ImageIcon getImageIcon(URL fileURL, int width, int height) {
try {
RenderedImage image = convertImageToRenderedImage(fileURL, width, height, false);
if (image == null) return null;
ImageIcon icon = new ImageIcon(RenderedOp.wrapRenderedImage(image).getAsBufferedImage());
return icon;
} catch (Exception ex) {
ex.printStackTrace();
return null;
}
}
public static RenderedImage getThumbRenderedImage(URL fileURL, int width, int height) {
try {
RenderedImage image = convertImageToRenderedImage(fileURL, width, height, false);
return image;
} catch (Exception ex) {
ex.printStackTrace();
return null;
}
}
public static ImageIcon getImageIcon(String fileName, int width, int height) {
File file = new File(fileName);
if (!file.exists()) {
//logger.error("Image does not exist: "+fileName);
System.out.println("Image does not exist: " + fileName);
return null;
}
ImageIcon thumbnail = null;
String extension = getExtension(file);
if (extension != null) {
if (isTiffFile(fileName)) { // tiff
try {
RenderedImage image = convertImageToRenderedImage(fileName, width, height, false);
ImageIcon icon = new ImageIcon(RenderedOp.wrapRenderedImage(image).getAsBufferedImage());
return icon;
} catch (Exception ex) {
return null;
}
} else { // jpg or png
ImageIcon tmpIcon = new ImageIcon(file.getPath());
if (tmpIcon != null) {
if (width > 0 || height > 0) {
if (width == 0) width = -1;
if (height == 0) height = -1;
thumbnail = new ImageIcon(tmpIcon.getImage().
getScaledInstance(width, height,
Image.SCALE_DEFAULT));
} else {
thumbnail = tmpIcon;
}
}
}
}
return thumbnail;
}
/**
* Creates a new bufferedImage as scaled version of the old image. If the new image is smaller it is
* centered with a white background around.
*
* @param image
* @param width
* @param height
* @return
*/
public static BufferedImage makeScaledImage(BufferedImage image, int width, int height) {
int w = width;
int h = height;
BufferedImage img = new BufferedImage(w, h, BufferedImage.TYPE_INT_RGB);
int iw = w;
int ih = h;
if (image.getWidth() > image.getHeight()) { // adjust height
ih = (int) (w * ((double) image.getHeight() / image.getWidth()));
} else { // adjust icon width
iw = (int) (h * ((double) image.getWidth() / image.getHeight()));
}
int iOffsX = 0;
int iOffsY = 0;
if (iw < w) {
iOffsX = (w - iw) / 2;
}
if (ih < h) {
iOffsY = (h - ih) / 2;
}
img.getGraphics().setColor(Color.white);
img.getGraphics().fillRect(0, 0, w, h);
img.getGraphics().drawImage(image, iOffsX, iOffsY, iw, ih, null);
return img;
}
public static boolean isTiffFile(File f) {
if (f == null) return false;
return isTiffFile(f.getName());
}
public static boolean isTiffFile(String filename) {
String ext = getExtension(filename);
if (ext != null) {
return ext.equals("tiff") || ext.equals("tif") || ext.equals("svs");
}
return false;
}
/**
* returns the lowercase ending of the filename
*
* @return
*/
public static String getExtension(String filename) {
String ext = null;
String s = filename;
int i = s.lastIndexOf('.');
if (i > 0 && i < s.length() - 1) {
ext = s.substring(i + 1).toLowerCase();
}
return ext;
}
/**
* returns the lowercase ending of the filename
*
* @param f
* @return
*/
public static String getExtension(File f) {
return getExtension(f.getName());
}
public static int getNumPagesInZVI(String filename) throws IOException, FormatException {
ImageProcessorReader r = new ImageProcessorReader(
new ChannelSeparator(new ZeissZVIReader())); // LociPrefs.makeImageReader()
r.setId(filename);
int num = r.getImageCount();
//int width = r.getSizeX();
//int height = r.getSizeY();
// howto color conversion: http://trac.openmicroscopy.org.uk/ome/browser/bioformats.git/components/loci-plugins/utils/Read_Image.java
r.close();
return num;
}
public static int getNumPagesInLIF(String filename) throws IOException, FormatException {
ImageProcessorReader r = new ImageProcessorReader(
new ChannelSeparator(new LIFReader()));
r.setId(filename);
int num = r.getImageCount();
r.close();
return num;
}
public static PlanarImage getZVIPage(String filename, int num) throws IOException, FormatException {
ImageProcessorReader r = new ImageProcessorReader(
new ChannelSeparator(new ZeissZVIReader())); // LociPrefs.makeImageReader()
r.setId(filename);
ImageProcessor ip = r.openProcessors(num)[0]; // (page)[0]
return PlanarImage.wrapRenderedImage(ip.getBufferedImage());
}
public static PlanarImage getLIFPage(String filename, int num) throws IOException, FormatException {
ImageProcessorReader r = new ImageProcessorReader(
new ChannelSeparator(new LIFReader()));
r.setId(filename);
ImageProcessor ip = r.openProcessors(num)[0]; // (page)[0]
return PlanarImage.wrapRenderedImage(ip.getBufferedImage());
}
public static String generatePseudoMultiPageFileName(String filename, int num) {
String ending = filename.substring(filename.length() - 4, filename.length()); // should be .zvi or .lif
String fnPage = filename.substring(0, filename.length() - 4) + "#" + num + "#" + ending;
logger.trace("pseude multi-page filename: " + fnPage);
return fnPage;
}
/**
* Reads images from local filesystem. Uses JAI except ZVI/LIF format which is read by LOCI.
* If an image contains several frames (e.g. ZVI/LIF images) the frame can be specified with imagename#framenum#.ending, e.g. example#1#.zvi.
*
* @param filename
* @return
* @throws OrbitImageServletException
*/
public static PlanarImage loadFromFile(String filename) throws IllegalArgumentException {
PlanarImage img = null;
if (RawUtilsCommon.isZVIFile(filename) || RawUtilsCommon.isLIFFile(filename)) {
logger.debug("file is zvi/lif file");
String fn = filename;
int pageNum = 0;
if (fn.contains("#")) {
String[] split = fn.split("#");
if (split != null && split.length == 3) {
fn = split[0] + split[2];
pageNum = Integer.parseInt(split[1]);
}
}
try {
if (RawUtilsCommon.isZVIFile(filename))
img = TiffConverter.getZVIPage(fn, pageNum);
else if (RawUtilsCommon.isLIFFile(filename))
img = TiffConverter.getLIFPage(fn, pageNum);
} catch (Exception ex) {
throw new IllegalArgumentException("error reading ZVI/LIF file " + fn + ": " + ex.getMessage());
}
} else if (RawUtilsCommon.isImageFile(filename) && !(filename.toLowerCase().endsWith("bmp") || filename.toLowerCase().endsWith("dcm") || filename.toLowerCase().endsWith("pcx"))) {
PNGDecodeParam param = null;
if (filename.toLowerCase().endsWith("png")) {
param = new PNGDecodeParam();
param.setSuppressAlpha(true); // we don't support alpha channels here
}
img = JAI.create("fileload", filename, param);
if (img.getColorModel() instanceof IndexColorModel) { // convert to rgb image (works only for small images!)
BufferedImage bi = new BufferedImage(img.getWidth(), img.getHeight(), BufferedImage.TYPE_INT_RGB);
bi.getGraphics().drawImage(img.getAsBufferedImage(), 0, 0, null);
img = PlanarImage.wrapRenderedImage(bi);
}
img.getNumBands();
} else {
// Try to load via imagej. But currently not supported because file dialog / dragHandler only supports files with type RawUtils.isImageFle().
// Still used for bmp files.
Opener opener = new Opener();
ImagePlus imp = opener.openImage(filename);
img = PlanarImage.wrapRenderedImage(imp.getProcessor().getBufferedImage());
// ImagePlus[] imps = BF.openImagePlus(filename);
BufferedImage bi = new BufferedImage(img.getWidth(), img.getHeight(), BufferedImage.TYPE_INT_RGB);
bi.getGraphics().drawImage(img.getAsBufferedImage(), 0, 0, null);
img = PlanarImage.wrapRenderedImage(bi);
}
return img;
}
}