Code covered by the BSD License  

Highlights from
GMM-HMRF

5.0

5.0 | 1 rating Rate this file 67 Downloads (last 30 days) File Size: 3.06 MB File ID: #39553
image thumbnail

GMM-HMRF

by

 

20 Dec 2012 (Updated )

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

| Watch this File

File Information
Description

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
MATLAB release MATLAB 7.7 (R2008b)
Tags for This File   Please login to tag files.
Please login to add a comment or rating.
Comments and Ratings (1)
03 Mar 2014 Siqi

Useful!

Updates
17 Mar 2014

Rewrote some minor parts in C++.

Contact us