From 0fbeb08ab45f64e8a3455b6f779877754b6c6b19 Mon Sep 17 00:00:00 2001
From: Amandine Tournay <amandine.tournay@pasteur.fr>
Date: Tue, 9 Mar 2021 17:47:19 +0100
Subject: [PATCH] Added project
---
.gitignore | 6 +
pom.xml | 95 +++
.../KMeansColorQuantization.java | 423 +++++++++++
src/main/resources/COPYING | 674 ++++++++++++++++++
.../resources/KMeansColorQuantization.png | Bin 0 -> 48878 bytes
.../KMeansColorQuantization_icon.png | Bin 0 -> 13468 bytes
.../KMeansColorQuantization_miniscreen.png | Bin 0 -> 38540 bytes
7 files changed, 1198 insertions(+)
create mode 100644 .gitignore
create mode 100644 pom.xml
create mode 100644 src/main/java/plugins/nherve/colorquantization/KMeansColorQuantization.java
create mode 100644 src/main/resources/COPYING
create mode 100644 src/main/resources/KMeansColorQuantization.png
create mode 100644 src/main/resources/KMeansColorQuantization_icon.png
create mode 100644 src/main/resources/KMeansColorQuantization_miniscreen.png
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..3d47f98
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,6 @@
+.idea/
+target/
+.settings/
+*.iml
+.project
+.classpath
\ No newline at end of file
diff --git a/pom.xml b/pom.xml
new file mode 100644
index 0000000..d4f3419
--- /dev/null
+++ b/pom.xml
@@ -0,0 +1,95 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+ xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+ xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+ <modelVersion>4.0.0</modelVersion>
+
+ <!-- Inherited Icy Parent POM -->
+ <parent>
+ <groupId>org.bioimageanalysis.icy</groupId>
+ <artifactId>parent-pom-plugin</artifactId>
+ <version>1.0.3</version>
+ </parent>
+
+ <!-- Project Information -->
+ <artifactId>kmeans-color-quantization</artifactId>
+ <version>1.2.1</version>
+
+ <packaging>jar</packaging>
+
+ <name>KMeans Color Quantization</name>
+ <description>Quantize a color image in any given number of colors.</description>
+ <url>http://icy.bioimageanalysis.org/plugin/kmeans-color-quantization/</url>
+ <inceptionYear>2020</inceptionYear>
+
+ <organization>
+ <name>Institut Pasteur</name>
+ <url>https://pasteur.fr</url>
+ </organization>
+
+ <licenses>
+ <license>
+ <name>GNU GPLv3</name>
+ <url>https://www.gnu.org/licenses/gpl-3.0.en.html</url>
+ <distribution>repo</distribution>
+ </license>
+ </licenses>
+
+ <developers>
+ <developer>
+ <id>sdallongeville</id>
+ <name>Stéphane Dallongeville</name>
+ <url>https://research.pasteur.fr/fr/member/stephane-dallongeville/</url>
+ <roles>
+ <role>founder</role>
+ <role>lead</role>
+ <role>architect</role>
+ <role>developer</role>
+ <role>debugger</role>
+ <role>tester</role>
+ <role>maintainer</role>
+ <role>support</role>
+ </roles>
+ </developer>
+ </developers>
+
+ <!-- Project properties -->
+ <properties>
+
+ </properties>
+
+ <!-- Project build configuration -->
+ <build>
+
+ </build>
+
+ <!-- List of project's dependencies -->
+ <dependencies>
+ <!-- The core of Icy -->
+ <dependency>
+ <groupId>org.bioimageanalysis.icy</groupId>
+ <artifactId>icy-kernel</artifactId>
+ </dependency>
+
+ <dependency>
+ <groupId>org.bioimageanalysis.icy</groupId>
+ <artifactId>nherve-toolbox</artifactId>
+ <version>1.3.2</version>
+ </dependency>
+
+ <dependency>
+ <groupId>org.bioimageanalysis.icy</groupId>
+ <artifactId>mask-editor</artifactId>
+ <version>1.2.1</version>
+ </dependency>
+ </dependencies>
+
+ <!-- Icy Maven repository (to find parent POM) -->
+ <repositories>
+ <repository>
+ <id>icy</id>
+ <name>Icy's Nexus</name>
+ <url>https://icy-nexus.pasteur.fr/repository/Icy/</url>
+ </repository>
+ </repositories>
+</project>
\ No newline at end of file
diff --git a/src/main/java/plugins/nherve/colorquantization/KMeansColorQuantization.java b/src/main/java/plugins/nherve/colorquantization/KMeansColorQuantization.java
new file mode 100644
index 0000000..286fac3
--- /dev/null
+++ b/src/main/java/plugins/nherve/colorquantization/KMeansColorQuantization.java
@@ -0,0 +1,423 @@
+/*
+ * Copyright 2010, 2011 Institut Pasteur.
+ *
+ * This file is part of ${CurrentProject}, which is an ICY plugin.
+ *
+ * ${CurrentProject} is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * ${CurrentProject} 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 General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with ${CurrentProject}. If not, see <http://www.gnu.org/licenses/>.
+ */
+package plugins.nherve.colorquantization;
+
+import icy.gui.component.ComponentUtil;
+import icy.gui.util.GuiUtil;
+import icy.main.Icy;
+import icy.preferences.XMLPreferences;
+import icy.sequence.Sequence;
+import icy.swimmingPool.SwimmingObject;
+
+import java.awt.BorderLayout;
+import java.awt.Color;
+import java.awt.Component;
+import java.awt.Dimension;
+import java.awt.event.ActionEvent;
+import java.awt.event.ActionListener;
+import java.lang.reflect.InvocationTargetException;
+import java.text.DecimalFormat;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import javax.swing.Box;
+import javax.swing.JButton;
+import javax.swing.JCheckBox;
+import javax.swing.JComboBox;
+import javax.swing.JLabel;
+import javax.swing.JPanel;
+import javax.swing.JTextField;
+import javax.swing.SwingUtilities;
+import javax.swing.border.TitledBorder;
+
+import plugins.nherve.maskeditor.MaskEditor;
+import plugins.nherve.toolbox.Algorithm;
+import plugins.nherve.toolbox.NherveToolbox;
+import plugins.nherve.toolbox.image.feature.DefaultClusteringAlgorithmImpl;
+import plugins.nherve.toolbox.image.feature.SegmentableIcyBufferedImage;
+import plugins.nherve.toolbox.image.feature.Signature;
+import plugins.nherve.toolbox.image.feature.IcySupportRegion;
+import plugins.nherve.toolbox.image.feature.clustering.KMeans;
+import plugins.nherve.toolbox.image.feature.descriptor.ColorPixel;
+import plugins.nherve.toolbox.image.feature.descriptor.DefaultDescriptorImpl;
+import plugins.nherve.toolbox.image.feature.region.GridFactory;
+import plugins.nherve.toolbox.image.feature.region.SupportRegionException;
+import plugins.nherve.toolbox.image.feature.signature.SignatureException;
+import plugins.nherve.toolbox.image.feature.signature.VectorSignature;
+import plugins.nherve.toolbox.image.mask.Mask;
+import plugins.nherve.toolbox.image.mask.MaskException;
+import plugins.nherve.toolbox.image.segmentation.DefaultSegmentationAlgorithm;
+import plugins.nherve.toolbox.image.segmentation.Segmentation;
+import plugins.nherve.toolbox.image.segmentation.SegmentationException;
+import plugins.nherve.toolbox.image.toolboxes.ColorSpaceTools;
+import plugins.nherve.toolbox.plugin.HelpWindow;
+import plugins.nherve.toolbox.plugin.SingletonPlugin;
+
+/**
+ * The Class KMeansColorQuantization.
+ *
+ * The pixel colors extraction is not optimized as it uses a more generic
+ * framework. If you need a quicker version, you'll have to change this part.
+ * However, the KMeans implementation is optimized and multithreaded.
+ *
+ * @author Nicolas HERVE - nicolas.herve@pasteur.fr
+ */
+public class KMeansColorQuantization extends SingletonPlugin implements ActionListener {
+ private static String HELP = "<html>" + "<p align=\"center\"><b>" + HelpWindow.getTagFullPluginName() + "</b></p>" + "<p align=\"center\"><b>" + NherveToolbox.getDevNameHtml() + "</b></p>" + "<p align=\"center\"><b>" + NherveToolbox.getCopyrightHtml() + "</b></p>" + "<hr/>" + "<p>" + HelpWindow.getTagPluginName() + NherveToolbox.getLicenceHtml() + "</p>" + "<p>" + NherveToolbox.getLicenceHtmllink() + "</p>" + "</html>";
+
+ private Map<Integer, Integer> indexToColorspace;
+
+ /** The cb color space. */
+ private JComboBox cbColorSpace;
+
+ /** The bt start. */
+ private JButton btStart;
+
+ /** The tf nb cluster2. */
+ private JTextField tfNbCluster2;
+
+ /** The tf nb iteration2. */
+ private JTextField tfNbIteration2;
+
+ /** The tf stab crit2. */
+ private JTextField tfStabCrit2;
+
+ /** The cb display. */
+ private JCheckBox cbDisplay;
+
+ /** The cb send mask directly. */
+ private JCheckBox cbSendMaskDirectly;
+
+ private JButton btHelp;
+
+ /** The currently running. */
+ private Thread currentlyRunning;
+
+ /*
+ * (non-Javadoc)
+ *
+ * @see plugins.nherve.toolbox.AbleToLogMessages#isDisplayEnabled()
+ */
+ @Override
+ public boolean isLogEnabled() {
+ return cbDisplay.isSelected();
+ }
+
+ /*
+ * (non-Javadoc)
+ *
+ * @see plugins.nherve.toolbox.plugin.SingletonPlugin#sequenceHasChanged()
+ */
+ @Override
+ public void sequenceHasChanged() {
+ btStart.setEnabled(hasCurrentSequence());
+ }
+
+ /*
+ * (non-Javadoc)
+ *
+ * @see plugins.nherve.toolbox.plugin.SingletonPlugin#sequenceWillChange()
+ */
+ @Override
+ public void sequenceWillChange() {
+ }
+
+ @Override
+ public void fillInterface(JPanel mainPanel) {
+ currentlyRunning = null;
+
+ XMLPreferences preferences = getPreferences();
+ int nbc2 = preferences.getInt("nbc2", 10);
+ int nbi2 = preferences.getInt("nbi2", 100);
+ double stab2 = preferences.getDouble("stab2", 0.001);
+
+ boolean dsp = preferences.getBoolean("dsp", false);
+
+ indexToColorspace = new HashMap<Integer, Integer>();
+ cbColorSpace = new JComboBox();
+ cbColorSpace.addItem(ColorSpaceTools.COLOR_SPACES[ColorSpaceTools.RGB]);
+ indexToColorspace.put(0, ColorSpaceTools.RGB);
+ cbColorSpace.addItem(ColorSpaceTools.COLOR_SPACES[ColorSpaceTools.RGB_TO_HSV]);
+ indexToColorspace.put(1, ColorSpaceTools.RGB_TO_HSV);
+ cbColorSpace.addItem(ColorSpaceTools.COLOR_SPACES[ColorSpaceTools.RGB_TO_H1H2H3]);
+ indexToColorspace.put(2, ColorSpaceTools.RGB_TO_H1H2H3);
+ ComponentUtil.setFixedSize(cbColorSpace, new Dimension(100, 25));
+
+ JPanel cs = GuiUtil.createLineBoxPanel(new JLabel("Color space"), Box.createHorizontalGlue(), cbColorSpace);
+ cs.setBorder(new TitledBorder("Color description"));
+ mainPanel.add(cs, BorderLayout.NORTH);
+
+ tfNbCluster2 = new JTextField(Integer.toString(nbc2));
+ ComponentUtil.setFixedSize(tfNbCluster2, new Dimension(100, 25));
+ JPanel p1 = GuiUtil.createLineBoxPanel(new JLabel("Nb. clusters"), Box.createHorizontalGlue(), tfNbCluster2);
+
+ tfNbIteration2 = new JTextField(Integer.toString(nbi2));
+ ComponentUtil.setFixedSize(tfNbIteration2, new Dimension(100, 25));
+ JPanel p2 = GuiUtil.createLineBoxPanel(new JLabel("Nb. max iterations"), Box.createHorizontalGlue(), tfNbIteration2);
+
+ tfStabCrit2 = new JTextField(Double.toString(stab2));
+ ComponentUtil.setFixedSize(tfStabCrit2, new Dimension(100, 25));
+ JPanel p3 = GuiUtil.createLineBoxPanel(new JLabel("Stabilization criterion"), Box.createHorizontalGlue(), tfStabCrit2);
+
+ JPanel algo = GuiUtil.createPageBoxPanel(p1, p2, p3);
+ algo.setBorder(new TitledBorder("KMeans clustering algorithm"));
+ mainPanel.add(algo, BorderLayout.CENTER);
+
+ btHelp = new JButton(NherveToolbox.questionIcon);
+ btHelp.setToolTipText("Get some basic informations");
+ btHelp.addActionListener(this);
+ cbDisplay = new JCheckBox("Log");
+ cbDisplay.setSelected(dsp);
+ cbSendMaskDirectly = new JCheckBox("Send to editor");
+ cbSendMaskDirectly.setSelected(true);
+ btStart = new JButton("Start");
+ btStart.addActionListener(this);
+ btStart.setEnabled(hasCurrentSequence());
+
+ JPanel bottom = GuiUtil.createLineBoxPanel(new Component[] { btHelp, Box.createHorizontalGlue(), cbDisplay, cbSendMaskDirectly, Box.createHorizontalGlue(), btStart });
+ mainPanel.add(bottom, BorderLayout.SOUTH);
+ }
+
+ /*
+ * (non-Javadoc)
+ *
+ * @see plugins.nherve.toolbox.plugin.SingletonPlugin#stopInterface()
+ */
+ @Override
+ public void stopInterface() {
+ try {
+ XMLPreferences preferences = getPreferences();
+
+ preferences.putInt("nbc2", Integer.parseInt(tfNbCluster2.getText()));
+ preferences.putInt("nbi2", Integer.parseInt(tfNbIteration2.getText()));
+ preferences.putDouble("stab2", Double.parseDouble(tfStabCrit2.getText()));
+ preferences.putInt("cs", cbColorSpace.getSelectedIndex());
+ preferences.putBoolean("dsp", cbDisplay.isSelected());
+ } catch (NumberFormatException e) {
+ e.printStackTrace();
+ }
+ }
+
+ /*
+ * (non-Javadoc)
+ *
+ * @see
+ * java.awt.event.ActionListener#actionPerformed(java.awt.event.ActionEvent)
+ */
+ @Override
+ public void actionPerformed(ActionEvent e) {
+ JButton b = (JButton) e.getSource();
+ if (b == null) {
+ return;
+ }
+
+ if (b == btHelp) {
+ openHelpWindow(HELP, 400, 300);
+ return;
+ }
+
+ if (b == btStart) {
+ if (hasCurrentSequence() && (currentlyRunning == null)) {
+ btStart.setEnabled(false);
+ currentlyRunning = new Thread() {
+ @Override
+ public void run() {
+ try {
+ final Sequence cs = getCurrentSequence();
+ final Segmentation seg = doClustering(cs);
+ if (cbSendMaskDirectly.isSelected()) {
+ final MaskEditor me = MaskEditor.getRunningInstance(true);
+ currentlyRunning = null;
+ Runnable r = new Runnable() {
+ @Override
+ public void run() {
+ me.setSegmentationForSequence(cs, seg);
+ me.switchOpacityOn();
+ btStart.setEnabled(true);
+ }
+ };
+ SwingUtilities.invokeAndWait(r);
+ } else {
+ SwimmingObject result = new SwimmingObject(seg);
+ Icy.getMainInterface().getSwimmingPool().add(result);
+ currentlyRunning = null;
+ Runnable r = new Runnable() {
+ @Override
+ public void run() {
+ btStart.setEnabled(true);
+ }
+ };
+ SwingUtilities.invokeAndWait(r);
+ }
+ } catch (SupportRegionException e1) {
+ logError(e1.getClass().getName() + " : " + e1.getMessage());
+ } catch (SegmentationException e1) {
+ logError(e1.getClass().getName() + " : " + e1.getMessage());
+ } catch (InterruptedException e1) {
+ logError(e1.getClass().getName() + " : " + e1.getMessage());
+ } catch (InvocationTargetException e1) {
+ logError(e1.getClass().getName() + " : " + e1.getMessage());
+ } catch (MaskException e1) {
+ logError(e1.getClass().getName() + " : " + e1.getMessage());
+ } catch (NumberFormatException e) {
+ logError(e.getClass().getName() + " : " + e.getMessage());
+ } catch (SignatureException e) {
+ logError(e.getClass().getName() + " : " + e.getMessage());
+ }
+ }
+ };
+ currentlyRunning.start();
+ }
+ return;
+ }
+
+ }
+
+ /**
+ * Do single clustering.
+ *
+ * @param img
+ * the img
+ * @param regions
+ * the regions
+ * @param descriptor
+ * the descriptor
+ * @param algo
+ * the algo
+ * @return the segmentation
+ * @throws SupportRegionException
+ * the support region exception
+ * @throws SegmentationException
+ * the segmentation exception
+ */
+ private Segmentation doSingleClustering(SegmentableIcyBufferedImage img, IcySupportRegion[] regions, DefaultDescriptorImpl<SegmentableIcyBufferedImage, ? extends Signature> descriptor, DefaultClusteringAlgorithmImpl<VectorSignature> algo) throws SupportRegionException, SegmentationException {
+ DefaultSegmentationAlgorithm<SegmentableIcyBufferedImage> segAlgo = new DefaultSegmentationAlgorithm<SegmentableIcyBufferedImage>(descriptor, algo);
+ segAlgo.setLogEnabled(isLogEnabled());
+
+ Segmentation seg = segAlgo.segment(img, regions);
+
+ return seg;
+ }
+
+ /**
+ * Gets the some stats.
+ *
+ * @param seg
+ * the seg
+ * @return the some stats
+ */
+ private void getSomeStats(Segmentation seg) {
+ DecimalFormat df = new DecimalFormat("0");
+ Algorithm.out("id;label;h1;h2;h3");
+ for (Mask m : seg) {
+ Color rgb = m.getColor();
+ double[] h1h2h3 = ColorSpaceTools.getColorComponentsD_0_255(ColorSpaceTools.RGB_TO_I1H2H3, rgb.getRed(), rgb.getGreen(), rgb.getBlue());
+ log(m.getId() + ";" + m.getLabel() + ";" + df.format(h1h2h3[0]) + ";" + df.format(h1h2h3[1]) + ";" + df.format(h1h2h3[2]));
+ }
+ }
+
+ /**
+ * Do clustering.
+ *
+ * @param currentSequence
+ * the current sequence
+ * @return the segmentation
+ * @throws SupportRegionException
+ * the support region exception
+ * @throws SegmentationException
+ * the segmentation exception
+ * @throws MaskException
+ * the mask exception
+ * @throws NumberFormatException
+ * the number format exception
+ * @throws SignatureException
+ * the signature exception
+ */
+ private Segmentation doClustering(Sequence currentSequence) throws SupportRegionException, SegmentationException, MaskException, NumberFormatException, SignatureException {
+ Segmentation seg = null;
+
+ seg = doClusteringKM(currentSequence);
+ seg.reInitColors(currentSequence.getImage(0, 0));
+ if (isLogEnabled()) {
+ getSomeStats(seg);
+ }
+
+ return seg;
+ }
+
+ /**
+ * Do clustering km.
+ *
+ * @param currentSequence
+ * the current sequence
+ * @return the segmentation
+ * @throws SupportRegionException
+ * the support region exception
+ * @throws SegmentationException
+ * the segmentation exception
+ * @throws MaskException
+ * the mask exception
+ * @throws NumberFormatException
+ * the number format exception
+ * @throws SignatureException
+ * the signature exception
+ */
+ private Segmentation doClusteringKM(Sequence currentSequence) throws SupportRegionException, SegmentationException, MaskException, NumberFormatException, SignatureException {
+ int nbc2 = Integer.parseInt(tfNbCluster2.getText());
+ int nbi2 = Integer.parseInt(tfNbIteration2.getText());
+ double stab2 = Double.parseDouble(tfStabCrit2.getText());
+ int cs = indexToColorspace.get(cbColorSpace.getSelectedIndex());
+
+ log("Working on " + ColorSpaceTools.COLOR_SPACES[cs]);
+
+ SegmentableIcyBufferedImage img = new SegmentableIcyBufferedImage(currentSequence.getFirstImage());
+
+ KMeans km2 = new KMeans(nbc2, nbi2, stab2);
+ km2.setLogEnabled(isLogEnabled());
+
+ Segmentation seg = null;
+
+ DefaultDescriptorImpl<SegmentableIcyBufferedImage, ? extends Signature> col = null;
+
+ ColorPixel cd = new ColorPixel(isLogEnabled());
+ cd.setColorSpace(cs);
+ col = cd;
+
+ col.setLogEnabled(isLogEnabled());
+
+ GridFactory factory = new GridFactory(GridFactory.ALGO_ONLY_PIXELS);
+ factory.setLogEnabled(isLogEnabled());
+ List<IcySupportRegion> lRegions = factory.extractRegions(img);
+ IcySupportRegion[] regions = new IcySupportRegion[lRegions.size()];
+ int r = 0;
+ for (IcySupportRegion sr : lRegions) {
+ regions[r++] = sr;
+ }
+
+ seg = doSingleClustering(img, regions, col, km2);
+
+ return seg;
+ }
+
+ @Override
+ public Dimension getDefaultFrameDimension() {
+ return new Dimension(550, 300);
+ }
+}
diff --git a/src/main/resources/COPYING b/src/main/resources/COPYING
new file mode 100644
index 0000000..94a9ed0
--- /dev/null
+++ b/src/main/resources/COPYING
@@ -0,0 +1,674 @@
+ GNU GENERAL PUBLIC LICENSE
+ Version 3, 29 June 2007
+
+ Copyright (C) 2007 Free Software Foundation, Inc. <http://fsf.org/>
+ Everyone is permitted to copy and distribute verbatim copies
+ of this license document, but changing it is not allowed.
+
+ Preamble
+
+ The GNU General Public License is a free, copyleft license for
+software and other kinds of works.
+
+ The licenses for most software and other practical works are designed
+to take away your freedom to share and change the works. By contrast,
+the GNU General Public License is intended to guarantee your freedom to
+share and change all versions of a program--to make sure it remains free
+software for all its users. We, the Free Software Foundation, use the
+GNU General Public License for most of our software; it applies also to
+any other work released this way by its authors. You can apply it to
+your programs, too.
+
+ When we speak of free software, we are referring to freedom, not
+price. Our General Public Licenses are designed to make sure that you
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+ To protect your rights, we need to prevent others from denying you
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+ For example, if you distribute copies of such a program, whether
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+or can get the source code. And you must show them these terms so they
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+
+ Developers that use the GNU GPL protect your rights with two steps:
+(1) assert copyright on the software, and (2) offer you this License
+giving you legal permission to copy, distribute and/or modify it.
+
+ For the developers' and authors' protection, the GPL clearly explains
+that there is no warranty for this free software. For both users' and
+authors' sake, the GPL requires that modified versions be marked as
+changed, so that their problems will not be attributed erroneously to
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+
+ Some devices are designed to deny users access to install or run
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+
+ Finally, every program is threatened constantly by software patents.
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+patents cannot be used to render the program non-free.
+
+ The precise terms and conditions for copying, distribution and
+modification follow.
+
+ TERMS AND CONDITIONS
+
+ 0. Definitions.
+
+ "This License" refers to version 3 of the GNU General Public License.
+
+ "Copyright" also means copyright-like laws that apply to other kinds of
+works, such as semiconductor masks.
+
+ "The Program" refers to any copyrightable work licensed under this
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+ A "covered work" means either the unmodified Program or a work based
+on the Program.
+
+ To "propagate" a work means to do anything with it that, without
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+infringement under applicable copyright law, except executing it on a
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+
+ To "convey" a work means any kind of propagation that enables other
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+ An interactive user interface displays "Appropriate Legal Notices"
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--
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