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Topic: "hidden-markov-random-field"

hrshtv/HMRF-GMM-EM-Segmentation

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 the expectation-maximization algorithm" (Zhang, Y et al.)

Language: MATLAB - Size: 1.2 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 1

lucananni93/Hidden-Markov-Random-Fields

Implementation of HMRF in Python

Language: Python - Size: 471 KB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 3

saeid436/HMRF-EM-image

Hidden Markov Random Field Model and its Expectation-Maximization

Language: Python - Size: 339 KB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

Saeidhoseinipour/EHMRFcoclust

We unified Hidden Markov Random Fields via flexible exponential family that using for many distributions.

Language: Python - Size: 18.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0