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BlobDetection.pde
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Fri, Apr 25, 14:15

BlobDetection.pde
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import java.util.ArrayList;
import java.util.List;
import java.util.TreeSet;
class BlobDetection {
PImage findConnectedComponents(PImage img, boolean onlyBiggest) {
PImage img0=img.copy();
int [] labels= new int [img0.width*img0.height];
List<TreeSet<Integer>> labelsEquivalences= new ArrayList<TreeSet<Integer>>();
ArrayList<Integer> count=new ArrayList<Integer>();
int currentLabel=0;
for (int line=0; line < img0.height; ++line) {
TreeSet<Integer> adjColor=new TreeSet<Integer>();
for (int x=0; x < img0.width; x++) {
if (brightness(img0.pixels[line*img0.width+x])==255) {
adjColor.clear();
if (line>0) {
for (int i=x-1; i <= x+1; i++) {//check the three
if (0<=i && i<img0.width && labels[(line-1)*img0.width+i]!=0) {
adjColor.add(labels[(line-1)*img0.width+i]);
}
}
}
if (0<x && labels[line*img0.width+x-1]!=0) {
adjColor.add(labels[line*img0.width+x-1]);
}
//println(minColor==1000?1:minColor);
if (adjColor.isEmpty()) {
TreeSet ts=new TreeSet<Integer>();
ts.add(++currentLabel);
labelsEquivalences.add(ts);
count.add(1);
labels[line*img0.width+x]=currentLabel;
} else {
if (adjColor.size()>1) {
for (Integer i : adjColor) {
labelsEquivalences.get(i-1).addAll(adjColor);
}
}
int first=adjColor.first();
count.set(first-1, count.get(first-1)+1);
labels[line*img0.width+x]=first;
}
}
}
}
//merge labelsEquivalences
for (int j=0; j<labelsEquivalences.size(); ++j) {
TreeSet<Integer> ts=labelsEquivalences.get(j);
if (ts.size()>1) {
TreeSet<Integer> acc=new TreeSet<Integer>();
for (Integer i : ts) {
TreeSet<Integer> other=labelsEquivalences.get(i-1);
if(ts!=other){ acc.addAll(other);}
}
ts.addAll(acc);
for (Integer i : ts) {
labelsEquivalences.set(i-1,ts);
}
}
}
//assess blob size
int[] blobSize=new int[labelsEquivalences.size()];
for (int j=0; j<labelsEquivalences.size(); ++j) {
TreeSet<Integer> ts=labelsEquivalences.get(j);
int sum=0;
for (Integer i : ts) {
sum+=count.get(i-1);
}
blobSize[j]=sum;
}
//create ColorMap
int[] colorMap=new int[blobSize.length];
if (onlyBiggest) {
int max =-1;
for(int i=0; i < blobSize.length; i++){
max=max(max,blobSize[i]);
}
for(int i=0; i < blobSize.length; i++){
colorMap[i]=blobSize[i]==max?color(255):color(0);
}
} else {//List<TreeSet<Integer>> labelsEquivalences
for(TreeSet<Integer> ts:labelsEquivalences){
int rndColor=color(random(255),255,200);
for(Integer i:ts){
colorMap[i-1]=rndColor;
}
}
}
//colorize
for (int i=0; i < img0.width*img0.height; ++i) {
//int co=(labels[i])*256/7;
//labels[i]=color(co, 255, 200);
if(labels[i]!=0){
img0.pixels[i]=colorMap[labels[i]-1];
}
}
return img0;
}
}

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