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package de.lmu.ifi.dbs.elki.data.images;
/*
This file is part of ELKI:
Environment for Developing KDD-Applications Supported by Index-Structures
Copyright (C) 2012
Ludwig-Maximilians-Universität München
Lehr- und Forschungseinheit für Datenbanksysteme
ELKI Development Team
This program is free software: you can redistribute it and/or modify
it under the terms of the GNU Affero 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 Affero General Public License for more details.
You should have received a copy of the GNU Affero General Public License
along with this program. If not, see <http://www.gnu.org/licenses/>.
*/
import java.awt.Color;
import java.util.List;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.AbstractParameterizer;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.OptionID;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.WrongParameterValueException;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.constraints.GreaterEqualConstraint;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.constraints.ListEachConstraint;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.constraints.ListSizeConstraint;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization.Parameterization;
import de.lmu.ifi.dbs.elki.utilities.optionhandling.parameters.IntListParameter;
/**
* Compute color histograms in a Hue-Saturation-Brightness model.
*
* @author Erich Schubert
*/
public class ComputeHSBColorHistogram extends AbstractComputeColorHistogram {
/**
* Parameter that specifies the number of bins (per plane) to use.
*
* <p>
* Key: {@code -rgbhist.bpp}
* </p>
*/
public static final OptionID BINSPERPLANE_ID = new OptionID("hsbhist.bpp", "Bins per plane for HSV/HSB histogram. This will result in bpp ** 3 bins.");
/**
* Number of bins in hue to use.
*/
int quanth;
/**
* Number of bins in saturation to use.
*/
int quants;
/**
* Number of bins in brightness to use.
*/
int quantb;
/**
* Constructor.
*
* @param quanth Hue bins
* @param quants Saturation bins
* @param quantb Brightness bins
*/
public ComputeHSBColorHistogram(int quanth, int quants, int quantb) {
super();
this.quanth = quanth;
this.quants = quants;
this.quantb = quantb;
}
@Override
protected int getBinForColor(int rgb) {
int r = (rgb & 0xFF0000) >> 16;
int g = (rgb & 0x00FF00) >> 8;
int b = (rgb & 0x0000FF);
float[] hsbvals = Color.RGBtoHSB(r, g, b, null);
// The values returned by RGBtoHSB are all in [0:1]
int h = (int) Math.floor(quanth * hsbvals[0]);
int s = (int) Math.floor(quants * hsbvals[1]);
int v = (int) Math.floor(quantb * hsbvals[2]);
// Guard against the value of 1.0
if(h >= quanth) {
h = quanth - 1;
}
if(s >= quants) {
s = quants - 1;
}
if(v >= quantb) {
v = quantb - 1;
}
return h * quants * quantb + s * quantb + v;
}
@Override
protected int getNumBins() {
return quanth * quants * quantb;
}
/**
* Parameterization class.
*
* @author Erich Schubert
*
* @apiviz.exclude
*/
public static class Parameterizer extends AbstractParameterizer {
int quanth = 0;
int quants = 0;
int quantb = 0;
@Override
protected void makeOptions(Parameterization config) {
super.makeOptions(config);
final IntListParameter param = new IntListParameter(BINSPERPLANE_ID);
param.addConstraint(new ListSizeConstraint(3));
param.addConstraint(new ListEachConstraint<Integer>(new GreaterEqualConstraint(1)));
if(config.grab(param)) {
List<Integer> quant = param.getValue();
if(quant.size() != 3) {
config.reportError(new WrongParameterValueException(param, "I need exactly three values for the bpp parameter."));
}
else {
quanth = quant.get(0);
quants = quant.get(1);
quantb = quant.get(2);
}
}
}
@Override
protected ComputeHSBColorHistogram makeInstance() {
return new ComputeHSBColorHistogram(quanth, quants, quantb);
}
}
}
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