// 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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