Image segmentation using the EM algorithm that relies on a GMM for intensities and a MRF model on the labels. Based on "Segmentation of brain MR images through a hidden Markov random field model and ...

Image segmentation is the first step in many computer vision methods and serves to simplify the problem by grouping the pixels in the image in logical ways. Here we develop a new approach to deal with ...

Thresholding is considered as a statistical-decision making theory which can lessen the average error incurred in allocating pixels to two or more groups. The t ...

Image Processing With MATLAB. Image processing with MATLAB is a three-step process in which you load, manipulate and then display results as output. While this may sound simple enough, many of the ...