K-Means and Fuzzy C-Means

In COMKAT R4.0a, you can analyze images by K-Means or Fuzzy C-Means.

1.Image > Clustering

2.You can select K-Means or Fuzzy C-Means here:

3.If you select Fuzzy C-means, you can choose the output Labels or Probability Maps /membership function :

4.Number of clusters

5.If your images are several MR contrast (muti-bands), you can also analyze a particular band alone by unchecking the checkbox as follows:

Examples

Here we use Fuzzy C-means for an example.

1.Load phantom imge:

a= phantom(256);
b= phantom(256);
c= cat(3,a,b);           % COMKAT do not read 2-D image
comkatimagetool(c)

2.Colormap > GreenFire

3.Image > Clustering

4.Set as follows:

5.Results