// 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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