// 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;
import java.util.Arrays;

/**
 * Alpha Trimmed Mean filter.
 * 

The alpha trimmed mean filter is normally used to reduce noise in an image, somewhat like the mean and median filter. However, it often does a better job than the mean filter of preserving useful detail in the image.

* *

Properties: *

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

    * * @author Diego Catalano */ public class AlphaTrimmedMean implements IApplyInPlace{ private int radius = 1; private int t = 1; /** * 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 trimmed value. * @return Trimmed value. */ public int getT() { return t; } /** * Set trimmed value. * @param t Trimmed value. */ public void setT(int t) { this.t = Math.min((radius*2+1)*(radius*2+1)/2, Math.max(0, t)); } /** * Initializes a new instance of the AlphaTrimmedMean class. */ public AlphaTrimmedMean() {} /** * Initializes a new instance of the AlphaTrimmedMean class. * @param radius Radius. */ public AlphaTrimmedMean(int radius) { setRadius(radius); } /** * Initializes a new instance of the AlphaTrimmedMean class. * @param radius Radius. * @param t Trimmed value. */ public AlphaTrimmedMean(int radius, int t){ setRadius(radius); setT(t); } @Override public void applyInPlace(FastBitmap fastBitmap){ int width = fastBitmap.getWidth(); int height = fastBitmap.getHeight(); int Xline,Yline; int lines = CalcLines(radius); int maxArray = lines*lines; int c; FastBitmap copy = new FastBitmap(fastBitmap); if (fastBitmap.isGrayscale()) { int[] avgL = new int [maxArray]; for (int x = 0; x < height; x++) { for (int y = 0; y < width; y++) { c = 0; for (int i = 0; i < lines; i++) { Xline = x + (i-radius); for (int j = 0; j < lines; j++) { Yline = y + (j-radius); if ((Xline >= 0) && (Xline < height) && (Yline >=0) && (Yline < width)) { avgL[c] = copy.getGray(Xline, Yline); } else{ avgL[c] = copy.getGray(x, y); } c++; } } Arrays.sort(avgL); //alpha trimmed mean double mean = 0; for (int i = t; i < c - t; i++) { mean += avgL[i]; } fastBitmap.setGray(x, y, (int)(mean / (avgL.length - 2*t))); } } } else if(fastBitmap.isRGB()){ int[] avgR = new int[maxArray]; int[] avgG = new int[maxArray]; int[] avgB = new int[maxArray]; for (int x = 0; x < height; x++) { for (int y = 0; y < width; y++) { c = 0; for (int i = 0; i < lines; i++) { Xline = x + (i-radius); for (int j = 0; j < lines; j++) { Yline = y + (j-radius); if ((Xline >= 0) && (Xline < height) && (Yline >=0) && (Yline < width)) { avgR[c] = copy.getRed(Xline, Yline); avgG[c] = copy.getGreen(Xline, Yline); avgB[c] = copy.getBlue(Xline, Yline); } else{ avgR[c] = copy.getRed(x, y); avgG[c] = copy.getGreen(x, y); avgB[c] = copy.getBlue(x, y); } c++; } } Arrays.sort(avgR); Arrays.sort(avgG); Arrays.sort(avgB); //alpha trimmed mean double meanR = 0, meanG = 0, meanB = 0; for (int i = t; i < c - t; i++) { meanR += avgR[i]; meanG += avgG[i]; meanB += avgB[i]; } meanR /= (avgR.length - 2*t); meanG /= (avgG.length - 2*t); meanB /= (avgB.length - 2*t); fastBitmap.setRGB(x, y, (int)meanR, (int)meanG, (int)meanB); } } } } private int CalcLines(int radius){ return radius * 2 + 1; } }
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