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Orbit, a versatile image analysis software for biological image-based quantification
/*
* Orbit, a versatile image analysis software for biological image-based quantification.
* Copyright (C) 2009 - 2018 Idorsia Pharmaceuticals Ltd., Hegenheimermattweg 91, CH-4123 Allschwil, Switzerland.
*
* This program 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.
*
* This program 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 this program. If not, see .
*
*/
package com.actelion.research.orbit.imageAnalysis.models;
import java.io.Serializable;
import java.util.ArrayList;
import java.util.Collections;
import java.util.Hashtable;
import java.util.List;
/**
* Provides helper methods for computing statistics from the object segmentation mixtures. Can be used with the result of
* RecognitionFrame.getMixtures.
* Call the compute() method before calling the getter methods.
*/
public class MixtureStatistics implements Serializable {
private static final long serialVersionUID = 1L;
private List classes = null;
private Hashtable objectsPerClass = null;
private List mixtures = null;
private List classShapes = null;
private String outString = "";
public MixtureStatistics(List mixtures, List classShapes) {
if (mixtures == null || mixtures.size() < 1)
throw new IllegalArgumentException("Error: mixtures cannot be null and size should be > 0.");
if (mixtures.get(0).length != classShapes.size())
throw new IllegalArgumentException("Mixtures[0] and ClassShapes cannot have different sizes.");
this.mixtures = mixtures;
this.classShapes = classShapes;
}
/**
* computes the statistics and has to be called before calling getClasses or getObjectsperClass.
*/
public void compute() {
int i = 0;
classes = new ArrayList(classShapes.size());
StringBuilder sb = new StringBuilder();
sb.append("Object\t");
for (int j = 0; j < classShapes.size(); j++) {
sb.append(classShapes.get(j).getName());
//if (j= classShapes.get(m).getMixtureTreshold()) /*&& classShapes.get(m).isEnableObjectCount()*/) {
if (!mixClass.equals("(")) mixClass += "/";
mixClass += classShapes.get(m).getName();
}
}
mixClass += ")";
classes.add(mixClass); // "()" classes are also allowed!!!
sb.append(mixClass);
sb.append("\n");
i++;
}
outString = sb.toString();
countObjectsPerClass();
}
public String getObjDescription(int obj) {
StringBuffer sb = new StringBuffer();
int i = obj;
double[] mix = mixtures.get(i);
sb.append("Obj" + i + " ");
String mixClass = "(";
for (int m = 0; m < mix.length; m++) {
sb.append(classShapes.get(m).getName() + ": ");
sb.append(String.format("%1$.2f", mix[m]));
//if (m= classShapes.get(m).getMixtureTreshold()) /*&& classShapes.get(m).isEnableObjectCount()*/) {
if (!mixClass.equals("(")) mixClass += "/";
mixClass += classShapes.get(m).getName();
}
}
mixClass += ")";
sb.append(" Class: " + mixClass);
return sb.toString();
}
private void countObjectsPerClass() {
if (classes == null) throw new IllegalArgumentException("compute() has to be called before.");
objectsPerClass = new Hashtable(classShapes.size());
for (String c : classes) {
if (!objectsPerClass.containsKey(c)) {
objectsPerClass.put(c, 1);
}
objectsPerClass.put(c, objectsPerClass.get(c) + 1);
}
}
public List getClasses() {
if (classes == null) throw new IllegalArgumentException("compute() has to be called before.");
return classes;
}
public void setClasses(List classes) {
this.classes = classes;
}
public Hashtable getObjectsPerClass() {
if (objectsPerClass == null) throw new IllegalArgumentException("compute() has to be called before.");
return objectsPerClass;
}
public List getMixtures() {
return mixtures;
}
public void setMixtures(List mixtures) {
this.mixtures = mixtures;
}
public String toString() {
if (outString != null && outString.length() > 0) return outString;
else return "Not yet computed.";
}
public String toStringExtended() {
if (objectsPerClass == null) throw new IllegalArgumentException("compute() has to be called before.");
StringBuilder sb = new StringBuilder(outString.length());
sb.append("#Objects per class:\n");
sb.append("mixtureClass\tobjectCount\n");
List classList = new ArrayList(objectsPerClass.size());
for (String k : objectsPerClass.keySet()) classList.add(k);
Collections.sort(classList);
for (String k : classList) {
sb.append(k + "\t" + objectsPerClass.get(k) + "\n");
}
sb.append("\n");
sb.append("Mixtures per object:\n");
sb.append(outString);
return sb.toString();
}
}