// 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.Filters;

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.

* *

Properties: *

  • Supported types: Grayscale. *
  • Coordinate System: Matrix.

    * * @author Diego Catalano */ public class BernsenThreshold implements IApplyInPlace{ private int radius = 15; private double c = 15; /** * 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()){ FastBitmap max = new FastBitmap(fastBitmap); FastBitmap min = new FastBitmap(fastBitmap); Maximum maximum = new Maximum(radius); maximum.applyInPlace(max); Minimum minimum = new Minimum(radius); minimum.applyInPlace(min); int size = fastBitmap.getSize(); for (int i = 0; i < size; i++) { double localContrast = max.getGray(i) - min.getGray(i); double midG = (max.getGray(i) + min.getGray(i)) / 2; int g = fastBitmap.getGray(i); if (localContrast < c) g = (midG >= 128) ? 255 : 0; else g = (g >= midG) ? 255 : 0; fastBitmap.setGray(i, g); } } else{ throw new IllegalArgumentException("Bernsen Threshold only works in grayscale images."); } } }
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