// Catalano Imaging Library
// The Catalano Framework
//
// Copyright © Diego Catalano, 2012-2016
// diego.catalano at live.com
//
//
// This library 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 2.1 of the License, or (at your option) any later version.
//
// This library 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 GNU Lesser General Public
// License along with this library; if not, write to the Free Software
// Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA
//
package Catalano.Imaging.Concurrent.Filters;
import Catalano.Imaging.Concurrent.Share;
import Catalano.Imaging.FastBitmap;
import Catalano.Imaging.IApplyInPlace;
import Catalano.Imaging.Tools.IntegralImage;
/**
* Adaptive thresholding using the integral image.
* @author Diego Catalano
*/
public class BradleyLocalThreshold implements IApplyInPlace{
private int windowSize = 41;
private float pixelBrightnessDifferenceLimit = 0.15f;
private IntegralImage im;
/**
* Initialize a new instance of the BradleyLocalThreshold class.
*/
public BradleyLocalThreshold() {}
/**
* Initialize a new instance of the BradleyLocalThreshold class.
* @param windowSize Window size to calculate average value of pixels for.
*/
public BradleyLocalThreshold(int windowSize) {
this.windowSize = windowSize;
}
/**
* Initialize a new instance of the BradleyLocalThreshold class.
* @param windowSize Window size to calculate average value of pixels for.
* @param pixelBrightnessDiff Brightness difference limit between processing pixel and average value across neighbors.
*/
public BradleyLocalThreshold(int windowSize, float pixelBrightnessDiff) {
this.windowSize = windowSize;
}
/**
* Window size to calculate average value of pixels for.
* @return Window size.
*/
public int getWindowSize() {
return windowSize;
}
/**
* Window size to calculate average value of pixels for.
* @param windowSize Window size.
*/
public void setWindowSize(int windowSize) {
this.windowSize = windowSize;
}
/**
* Brightness difference limit between processing pixel and average value across neighbors.
* @return Brightness difference.
*/
public float getPixelBrightnessDifferenceLimit() {
return pixelBrightnessDifferenceLimit;
}
/**
* Brightness difference limit between processing pixel and average value across neighbors.
* @param pixelBrightnessDifferenceLimit Brightness difference.
*/
public void setPixelBrightnessDifferenceLimit(float pixelBrightnessDifferenceLimit) {
this.pixelBrightnessDifferenceLimit = pixelBrightnessDifferenceLimit;
}
@Override
public void applyInPlace(FastBitmap fastBitmap) {
Parallel(fastBitmap);
}
private void Parallel(FastBitmap fastBitmap){
im = IntegralImage.FromFastBitmap(fastBitmap);
int cores = Runtime.getRuntime().availableProcessors();
Thread[] t = new Thread[cores];
int part = fastBitmap.getHeight() / cores;
int startX = 0;
for (int i = 0; i < cores; i++) {
t[i] = new Thread(new Run(new Share(fastBitmap, startX, startX + part)));
t[i].start();
startX += part;
}
try {
for (int i = 0; i < cores; i++) {
t[i].join();
}
} catch (InterruptedException e) {
e.printStackTrace();
}
}
private class Run implements Runnable {
private Share share;
public Run(Share obj) {
this.share = obj;
}
@Override
public void run() {
int widthM1 = share.fastBitmap.getWidth() - 1;
int heightM1 = share.endHeight - 1;
int radius = windowSize / 2;
float avgBrightnessPart = 1.0f - pixelBrightnessDifferenceLimit;
for (int x = share.startX; x < share.endHeight; x++) {
int x1 = x - radius;
int x2 = x + radius;
if ( x1 < 0 )
x1 = 0;
if ( x2 > heightM1 )
x2 = heightM1;
for (int y = 0; y < share.fastBitmap.getWidth(); y++) {
int y1 = y - radius;
int y2 = y + radius;
if ( y1 < 0 )
y1 = 0;
if ( y2 > widthM1 )
y2 = widthM1;
int gray = share.fastBitmap.getGray(x, y) < (int)(im.getRectangleMeanUnsafe(x1, y1, x2, y2) * avgBrightnessPart) ? 0 : 255;
share.fastBitmap.setGray(x, y, gray);
}
}
}
}
}
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