I am trying to use Zhang-Suen thinning algorithm . I have attempted to implement it in Java. But the problem is it finds me edges not as a one pixel width line. First time I am using this algorithm and I don't know what is wrong with my logic.
What I want to achieve is:
What I am able to achieve is:
public void thinStepI(){
delList.clear();
neighbor = 0;
connectivity = 0;
for(int i=4;i<width-4;i++)
for(int j=4;j<height-4;j++){
p = pixelList[i][j];
if (p == 1){
p1 = pixelList[i-1][j];
p2 = pixelList[i-1][j+1];
p3 = pixelList[i][j+1];
p4 = pixelList[i+1][j+1];
p5 = pixelList[i+1][j];
p6 = pixelList[i+1][j-1];
p7 = pixelList[i][j-1];
p8 = pixelList[i-1][j-1];
neighbor = p1 + p2 + p3 + p4 + p5 + p6 + p7 + p8;
if (p1 == 0 && p2 == 1)
connectivity ++;
if (p2 == 0 && p3 == 1)
connectivity ++;
if (p3 == 0 && p4 == 1)
connectivity ++;
if (p4 == 0 && p5 == 1)
connectivity ++;
if (p5 == 0 && p6 == 1)
connectivity ++;
if (p6 == 0 && p7 == 1)
connectivity ++;
if (p7 == 0 && p8 == 1)
connectivity ++;
if (p8 == 0 && p1 == 1)
connectivity ++;
if ( connectivity == 1 && (neighbor >= 2 && neighbor <= 6) &&
(p1 * p3 * p5 == 0) && (p3 * p5 * p7 == 0) ){
delList.add(i);
delList.add(j);
}
}
}
int length = delList.size();
if (length != 0){
for(int i =0; i < (length - 1); i+=2){
pixelList[delList.get(i)][delList.get(i+1)] = 0;
System.out.println("oldu");
}
thinStepI();
}
}
public void thinStepII(){
delList.clear();
neighbor = 0;
connectivity = 0;
for(int i=4;i<width-4;i++)
for(int j=4;j<height-4;j++){
if (pixelList[i][j] == 1){
p = pixelList[i][j]; // ** Origin Pixel **
p1 = pixelList[i-1][j];
p2 = pixelList[i-1][j+1];
p3 = pixelList[i][j+1];
p4 = pixelList[i+1][j+1];
p5 = pixelList[i+1][j];
p6 = pixelList[i+1][j-1];
p7 = pixelList[i][j-1];
p8 = pixelList[i-1][j-1];
neighbor = p1 + p2 + p3 + p4 + p5 + p6 + p7 + p8;
if (p1 == 0 && p2 == 1)
connectivity ++;
if (p2 == 0 && p3 == 1)
connectivity ++;
if (p3 == 0 && p4 == 1)
connectivity ++;
if (p4 == 0 && p5 == 1)
connectivity ++;
if (p5 == 0 && p6 == 1)
connectivity ++;
if (p6 == 0 && p7 == 1)
connectivity ++;
if (p7 == 0 && p8 == 1)
connectivity ++;
if (p8 == 0 && p1 == 1)
connectivity ++;
if ( connectivity == 1 && (neighbor >= 2 && neighbor <= 6) &&
(p1 * p3 * p7 == 0) && (p1 * p5 * p7 == 0) ){
delList.add(i);
delList.add(j);
}
}
}
int length = delList.size();
if (length != 0){
for(int i =0; i < (length - 1); i+=2){
pixelList[delList.get(i)][delList.get(i+1)] = 0;
System.out.println("oldu2");
}
thinStepII();
}
}
Where is the error in my logic that is causing me to get the incorrect results?
I think the link you are using for the description of the ZS algorithm is wrong. A necessary requirement for the deletion of a foreground pixel is that its crossing number is 1. The "crossing number" is the number of times foreground pixels change to background pixels as you traverse the 8 neighbouring pixels in clockwise order. This seems to be missing from the description in your link. See: http://www.uel.br/pessoal/josealexandre/stuff/thinning/ftp/lam-lee-survey.pdf for a better discussion.
The statement
connectivity = 0;
should be placed inside the two for loops in each method.
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With