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5.0 | 1 rating Rate this file 42 Downloads (last 30 days) File Size: 3.06 MB File ID: #39553 Version: 1.1
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Quan Wang (view profile)


20 Dec 2012 (Updated )

GMM-Based Hidden Markov Random Field for Color Image and 3D Volume Segmentation

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In this project, we first study the Gaussian-based hidden Markov random field (HMRF) model and its expectation-maximization (EM) algorithm. Then we generalize it to Gaussian mixture model-based hidden Markov random field. The algorithm is implemented in MATLAB. We also apply this algorithm to color image segmentation problems and 3D volume segmentation problems.

Required Products MATLAB Compiler
MATLAB release MATLAB 7.7 (R2008b)
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Comments and Ratings (2)
03 Jun 2016 ujjwal baid

Unable to run in maatlab.
lcc preprocessor error: BoundMirrorExpand.cpp:28 Could not find include file <cstdlib>
lcc preprocessor error: BoundMirrorExpand.cpp:29 Could not find include file <cstdio>
lcc preprocessor error: BoundMirrorExpand.cpp:30 Could not find include file <cmath>
lcc preprocessor error: BoundMirrorExpand.cpp:31 Could not find include file <iostream>

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03 Mar 2014 Siqi

Siqi (view profile)


17 Mar 2014 1.1

Rewrote some minor parts in C++.

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