// Catalano Imaging Library
// The Catalano Framework
//
// Copyright © Diego Catalano, 2012-2016
// diego.catalano at live.com
//
// Copyright © Andrew Kirillov, 2007-2008
// andrew.kirillov@gmail.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.Filters;
import Catalano.Imaging.FastBitmap;
import Catalano.Imaging.IApplyInPlace;
import Catalano.Imaging.Tools.IntegralImage;
/**
* Adaptive thresholding using the integral image.
*
* Supported types: Grayscale.
*
Coordinate System: Matrix.
*
* @author Diego Catalano
*/
public class BradleyLocalThreshold implements IApplyInPlace{
private int windowSize = 41;
private float pixelBrightnessDifferenceLimit = 0.15f;
/**
* 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) {
IntegralImage im = new IntegralImage(fastBitmap);
int width = fastBitmap.getWidth();
int height = fastBitmap.getHeight();
int widthM1 = width - 1;
int heightM1 = height - 1;
int radius = windowSize / 2;
float avgBrightnessPart = 1.0f - pixelBrightnessDifferenceLimit;
for (int x = 0; x < height; x++) {
int x1 = x - radius;
int x2 = x + radius;
if ( x1 < 0 )
x1 = 0;
if ( x2 > heightM1 )
x2 = heightM1;
for (int y = 0; y < width; y++) {
int y1 = y - radius;
int y2 = y + radius;
if ( y1 < 0 )
y1 = 0;
if ( y2 > widthM1 )
y2 = widthM1;
int gray = fastBitmap.getGray(x, y) < (int)(im.getRectangleMeanUnsafe(x1, y1, x2, y2) * avgBrightnessPart) ? 0 : 255;
fastBitmap.setGray(x, y, gray);
}
}
}
}
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