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.
Document: https://arxiv.org/pdf/1207.3510.pdf
This library is also available at:
If you use this library, please cite:
@article{wang2012hmrf,
title={HMRF-EM-image: implementation of the hidden markov random field model and its expectation-maximization algorithm},
author={Wang, Quan},
journal={arXiv preprint arXiv:1207.3510},
year={2012}
}