📄 gaussianblurdemo.java
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/*
* Copyright (c) 2007, Romain Guy
* All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
* are met:
*
* * Redistributions of source code must retain the above copyright
* notice, this list of conditions and the following disclaimer.
* * Redistributions in binary form must reproduce the above
* copyright notice, this list of conditions and the following
* disclaimer in the documentation and/or other materials provided
* with the distribution.
* * Neither the name of the TimingFramework project nor the names of its
* contributors may be used to endorse or promote products derived
* from this software without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
* "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
* LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
* A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
* OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
* SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
* LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
* DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
* THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*/
import java.awt.BorderLayout;
import java.awt.Dimension;
import java.awt.FlowLayout;
import java.awt.Graphics;
import java.awt.Graphics2D;
import java.awt.RenderingHints;
import java.awt.image.BufferedImage;
import java.awt.image.ConvolveOp;
import java.awt.image.Kernel;
import java.io.IOException;
import java.util.Arrays;
import javax.swing.Box;
import javax.swing.JCheckBox;
import javax.swing.JFrame;
import javax.swing.JLabel;
import javax.swing.JPanel;
import javax.swing.JSlider;
import javax.swing.SwingUtilities;
import javax.swing.event.ChangeEvent;
import javax.swing.event.ChangeListener;
/**
* @author Romain Guy <romain.guy@mac.com>
*/
public class GaussianBlurDemo extends JFrame {
private BlurTestPanel blurTestPanel;
private JSlider radiusSlider;
private JCheckBox fasterBlurCheck;
public GaussianBlurDemo() {
super("Gaussian Blur");
blurTestPanel = new BlurTestPanel();
add(blurTestPanel);
radiusSlider = new JSlider(1, 50, 1);
radiusSlider.addChangeListener(new ChangeListener() {
public void stateChanged(ChangeEvent e) {
blurTestPanel.setRadius(radiusSlider.getValue());
}
});
fasterBlurCheck = new JCheckBox("Resize trick");
fasterBlurCheck.addChangeListener(new ChangeListener() {
public void stateChanged(ChangeEvent e) {
blurTestPanel.setFastBlur(fasterBlurCheck.isSelected());
}
});
JPanel controls = new JPanel(new FlowLayout(FlowLayout.LEFT));
controls.add(new JLabel("Radius: 1px"));
controls.add(radiusSlider);
controls.add(new JLabel("50px"));
controls.add(Box.createHorizontalStrut(12));
controls.add(fasterBlurCheck);
add(controls, BorderLayout.SOUTH);
pack();
setLocationRelativeTo(null);
setDefaultCloseOperation(JFrame.EXIT_ON_CLOSE);
}
private static class BlurTestPanel extends JPanel {
private BufferedImage image = null;
private BufferedImage imageA;
private int radius = 1;
private boolean fasterBlur = false;
public BlurTestPanel() {
try {
imageA = GraphicsUtilities.loadCompatibleImage(getClass().getResource("scenery.jpg"));
} catch (IOException e) {
e.printStackTrace();
}
setOpaque(false);
}
@Override
public Dimension getPreferredSize() {
return new Dimension(imageA.getWidth(), imageA.getHeight());
}
@Override
protected void paintComponent(Graphics g) {
if (image == null) {
image = new BufferedImage(imageA.getWidth() + 2 * radius,
imageA.getHeight() + 2 * radius,
BufferedImage.TYPE_INT_ARGB);
Graphics2D g2 = image.createGraphics();
g2.drawImage(imageA, radius, radius, null);
g2.dispose();
long start = System.nanoTime();
if (fasterBlur) {
image = changeImageWidth(image, image.getWidth() / 2);
image = getGaussianBlurFilter(radius / 2, true).filter(image, null);
image = getGaussianBlurFilter(radius / 2, false).filter(image, null);
image = changeImageWidth(image, image.getWidth() * 2);
} else {
image = getGaussianBlurFilter(radius, true).filter(image, null);
image = getGaussianBlurFilter(radius, false).filter(image, null);
}
long delay = System.nanoTime() - start;
System.out.println("time = " + (delay / 1000.0f / 1000.0f) + "ms for radius = " + radius);
}
int x = (getWidth() - image.getWidth()) / 2;
int y = (getHeight() - image.getHeight()) / 2;
g.drawImage(image, x, y, null);
}
public void setRadius(int radius) {
this.radius = radius;
image = null;
repaint();
}
private void setFastBlur(boolean fasterBlur) {
this.fasterBlur = fasterBlur;
image = null;
repaint();
}
}
public static BufferedImage changeImageWidth(BufferedImage image, int width) {
float ratio = (float) image.getWidth() / (float) image.getHeight();
int height = (int) (width / ratio);
BufferedImage temp = new BufferedImage(width, height,
image.getType());
Graphics2D g2 = temp.createGraphics();
g2.setRenderingHint(RenderingHints.KEY_INTERPOLATION,
RenderingHints.VALUE_INTERPOLATION_BILINEAR);
g2.drawImage(image, 0, 0, temp.getWidth(), temp.getHeight(), null);
g2.dispose();
return temp;
}
public static void printGaussianBlurFilter(int radius) {
if (radius < 1) {
throw new IllegalArgumentException("Radius must be >= 1");
}
int size = radius * 2 + 1;
float[] data = new float[size * size];
float sigma = radius / 3.0f;
float twoSigmaSquare = 2.0f * sigma * sigma;
float sigmaRoot = (float) Math.sqrt(twoSigmaSquare * Math.PI);
float total = 0.0f;
int index = 0;
for (int y = -radius; y <= radius; y++) {
for (int x = -radius; x <= radius; x++) {
float distance = x * x + y * y;
data[index] = (float) Math.exp(-distance / twoSigmaSquare) / sigmaRoot;
total += data[index];
System.out.printf("%.3f\t", data[index]);
index++;
}
System.out.println("");
}
}
public static ConvolveOp getGaussianBlurFilter(int radius,
boolean horizontal) {
if (radius < 1) {
throw new IllegalArgumentException("Radius must be >= 1");
}
int size = radius * 2 + 1;
float[] data = new float[size];
float sigma = radius / 3.0f;
float twoSigmaSquare = 2.0f * sigma * sigma;
float sigmaRoot = (float) Math.sqrt(twoSigmaSquare * Math.PI);
float total = 0.0f;
for (int i = -radius; i <= radius; i++) {
float distance = i * i;
int index = i + radius;
data[index] = (float) Math.exp(-distance / twoSigmaSquare) / sigmaRoot;
total += data[index];
}
for (int i = 0; i < data.length; i++) {
data[i] /= total;
}
Kernel kernel = null;
if (horizontal) {
kernel = new Kernel(size, 1, data);
} else {
kernel = new Kernel(1, size, data);
}
return new ConvolveOp(kernel, ConvolveOp.EDGE_NO_OP, null);
}
public static void main(String... args) {
SwingUtilities.invokeLater(new Runnable() {
public void run() {
printGaussianBlurFilter(3);
new GaussianBlurDemo().setVisible(true);
}
});
}
}
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