image segmentation with EM algorithm

To implement EM algorithm with Gaussian mixed model and to apply it to the image segmentation

K means segmentation method has an underlying assumption that each element cannot belong to two clusters at the same time.
Sometimes, an element in transition area between two clusters are hard to define. This element may belong to multiple clusters, with probabilities.