In this project, we study the hidden Markov random field (HMRF) model and its expectation-maximization (EM) algorithm. We implement a MATLAB toolbox named HMRF-EM-image for 2D image segmentation using the HMRF-EM framework. This toolbox also implements edge-prior-preserving image segmentation, and can be easily reconfigured for other problems, such as 3D image segmentation.
Quan Wang (2021). HMRF-EM-image (https://www.mathworks.com/matlabcentral/fileexchange/37530-hmrf-em-image), MATLAB Central File Exchange. Retrieved .
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