// 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;
/**
* Hysteresis Threshold.
*
* Hysteresis thresholding for edge detection using two thresholds.
* Low thresholded edges which are connected to high thresholded edges are retained.
* Low thresholded edges which are non connected to high thresholded edges are removed.
* @author Diego Catalano
*/
public class HysteresisThreshold implements IApplyInPlace{
int lowThreshold = 20;
int highThreshold = 100;
/**
* Get Low threshold.
* @return Threshold value.
*/
public int getLowThreshold() {
return lowThreshold;
}
/**
* Set Low threshold.
* @param lowThreshold Threshold value.
*/
public void setLowThreshold(int lowThreshold) {
this.lowThreshold = lowThreshold;
}
/**
* Get High threshold.
* @return Threshold value.
*/
public int getHighThreshold() {
return highThreshold;
}
/**
* Set High threshold.
* @param highThreshold Threshold value.
*/
public void setHighThreshold(int highThreshold) {
this.highThreshold = highThreshold;
}
/**
* Initialize a new instance of the HysteresisThreshold class.
*/
public HysteresisThreshold() {}
/**
* Initialize a new instance of the HysteresisThreshold class.
* @param lowThreshold Low threshold.
* @param highThreshold High threshold.
*/
public HysteresisThreshold(int lowThreshold, int highThreshold) {
this.lowThreshold = lowThreshold;
this.highThreshold = highThreshold;
}
@Override
public void applyInPlace(FastBitmap fastBitmap) {
if (fastBitmap.isGrayscale()){
Parallel(fastBitmap);
}
else{
throw new IllegalArgumentException("Hysteresis Threshold only works with grayscale images.");
}
}
private void Parallel(FastBitmap fastBitmap){
int processors = Runtime.getRuntime().availableProcessors();
Thread[] t = new Thread[processors];
int part = fastBitmap.getHeight() / processors;
int last = processors - 1;
int startX = 1;
for (int i = 0; i < processors; i++){
if (last == i) part = fastBitmap.getHeight() - startX - 1;
t[i] = new Thread(new Run(new Share(fastBitmap, startX, 1, fastBitmap.getWidth() - 1, startX + part)));
t[i].start();
startX += part;
}
try {
for (int i = 0; i < processors; 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() {
for (int i = share.startX; i < share.endHeight; i++) {
for (int j = share.startY; j < share.endWidth; j++) {
if ( share.fastBitmap.getGray(i, j) < highThreshold ){
if ( share.fastBitmap.getGray(i, j) < lowThreshold ){
// non edge
share.fastBitmap.setGray(i, j, 0);
}
else{
// check 8 neighboring pixels
if (( share.fastBitmap.getGray(i, j - 1) < highThreshold ) &&
( share.fastBitmap.getGray(i, j + 1) < highThreshold ) &&
( share.fastBitmap.getGray(i - 1, j - 1) < highThreshold ) &&
( share.fastBitmap.getGray(i - 1, j) < highThreshold ) &&
( share.fastBitmap.getGray(i - 1, j + 1) < highThreshold ) &&
( share.fastBitmap.getGray(i + 1, j - 1) < highThreshold ) &&
( share.fastBitmap.getGray(i + 1, j) < highThreshold ) &&
( share.fastBitmap.getGray(i + 1, j + 1) < highThreshold ) )
{
share.fastBitmap.setGray(i, j, 0);
}
}
}
}
}
}
}
}
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