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Tool for extracting local image features.
/**
* Copyright (c) 2011, The University of Southampton and the individual contributors.
* All rights reserved.
*
* Redistribution and use in source and binary forms, with or without modification,
* are permitted provided that the following conditions are met:
*
* * Redistributions of source code must retain the above copyright notice,
* this list of conditions and the following disclaimer.
*
* * Redistributions in binary form must reproduce the above copyright notice,
* this list of conditions and the following disclaimer in the documentation
* and/or other materials provided with the distribution.
*
* * Neither the name of the University of Southampton nor the names of its
* contributors may be used to endorse or promote products derived from this
* software without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
* ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
* WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
* ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
* (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
* LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
* ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
* SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*/
package org.openimaj.tools.localfeature.options;
import org.kohsuke.args4j.CmdLineOptionsProvider;
import org.kohsuke.args4j.Option;
import org.openimaj.image.FImage;
import org.openimaj.image.Image;
import org.openimaj.image.processing.resize.ResizeProcessor;
import org.openimaj.image.processor.SinglebandImageProcessor;
/**
* Image pre-processing options
*
* @author Jonathon Hare ([email protected])
*/
enum ImageTransform implements CmdLineOptionsProvider {
/**
* Do nothing
*/
NOTHING {
@Override
public ImageTransformOp getOptions() {
return new NothingOp();
}
},
/**
* Resize the image so the longest dimension matches the given size (only
* scales down).
*/
RESIZE_MAX {
@Override
public ImageTransformOp getOptions() {
return new ResizeMaxOp();
}
};
@Override
public abstract ImageTransformOp getOptions();
/**
* Pre-processing transform
*
* @author Jonathon Hare ([email protected])
*/
public static abstract class ImageTransformOp {
/**
* Apply the transform
*
* @param a
* the input image
* @return the transformed image
*/
public abstract Image, ?> transform(Image, ?> a);
}
private static class NothingOp extends ImageTransformOp {
@Override
public Image, ?> transform(Image, ?> a) {
return a;
}
}
private static class ResizeMaxOp extends ImageTransformOp {
@Option(
name = "--dim-max",
aliases = "-dmax",
required = false,
usage = "The resultant length of maximum dimention")
private int dmax = 640;
@SuppressWarnings("unchecked")
@Override
public Image, ?> transform(Image, ?> a) {
if (!(a instanceof SinglebandImageProcessor.Processable, ?, ?>))
throw new RuntimeException("Can't resize that kind of image");
final int aw = a.getWidth();
final int ah = a.getHeight();
int newwidth, newheight;
if (aw < ah) {
// Final height will be dmax
newheight = dmax;
final float resizeRatio = ((float) dmax / (float) ah);
newwidth = (int) (aw * resizeRatio);
}
else {
// Final width will be dmax,
newwidth = dmax;
final float resizeRatio = ((float) dmax / (float) aw);
newheight = (int) (ah * resizeRatio);
}
System.out.println("Resizing image to: " + newwidth + "x" + newheight);
return ((SinglebandImageProcessor.Processable) a).process(new ResizeProcessor(
newwidth, newheight));
}
}
}