// 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;
/**
* Bernsen Threshold.
*
* The method uses a user-provided contrast threshold.
* If the local contrast (max-min) is above or equal to the contrast threshold, the threshold is set
* at the local midgrey value (the mean of the minimum and maximum grey values in the local window).
* If the local contrast is below the contrast threshold the neighbourhood is considered to consist only of one class
* and the pixel is set to object or background depending on the value of the midgrey.
*
* @author Diego Catalano
*/
public class BernsenThreshold implements IApplyInPlace{
private int radius = 15;
private double c = 15;
private FastBitmap max;
private FastBitmap min;
/**
* Get radius.
* @return Radius.
*/
public int getRadius() {
return radius;
}
/**
* Set radius.
* @param radius Radius.
*/
public void setRadius(int radius) {
this.radius = Math.max(1, radius);
}
/**
* Get Contrast threshold.
* @return Contrast threshold.
*/
public double getContrastThreshold() {
return c;
}
/**
* Set Contrast threshold.
* @param c Contrast threshold.
*/
public void setContrastThreshold(double c) {
this.c = Math.max(0, c);
}
/**
* Initialize a new instance of the BernsenThreshold class.
*/
public BernsenThreshold() {}
/**
* Initialize a new instance of the BernsenThreshold class.
* @param radius Radius.
*/
public BernsenThreshold(int radius){
this.radius = radius;
}
/**
* Initialize a new instance of the BernsenThreshold class.
* @param radius Radius
* @param contrastThreshold Contrast Threshold.
*/
public BernsenThreshold(int radius, double contrastThreshold) {
this.radius = radius;
this.c = contrastThreshold;
}
@Override
public void applyInPlace(FastBitmap fastBitmap) {
if (fastBitmap.isGrayscale())
Parallel(fastBitmap);
else
throw new IllegalArgumentException("Bernsen Threshold only work in grayscale images.");
}
private class Run implements Runnable {
private Share share;
public Run(Share obj) {
this.share = obj;
}
@Override
public void run() {
for (int i = share.startX; i < share.endHeight; i++) {
for (int j = 0; j < share.fastBitmap.getWidth(); j++) {
double localContrast = max.getGray(i, j) - min.getGray(i, j);
double midG = (max.getGray(i, j) + min.getGray(i, j)) / 2;
int g = share.fastBitmap.getGray(i, j);
if (localContrast < c)
g = (midG >= 128) ? 255 : 0;
else
g = (g >= midG) ? 255 : 0;
share.fastBitmap.setGray(i, j, g);
}
}
}
}
private void Parallel(FastBitmap fastBitmap) {
max = new FastBitmap(fastBitmap);
min = new FastBitmap(fastBitmap);
Maximum m = new Maximum(radius);
m.applyInPlace(max);
Minimum mm = new Minimum(radius);
mm.applyInPlace(min);
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();
}
}
}
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