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markov-random-field

Here are 7 public repositories matching this topic...

xinario / defocus_segmentation

LBP-based segmentation of defocus blur

computer-vision segmentation markov-random-field blur-detection lbp local-binary-patterns sharpness defocus-segmentation defocus-blur defocus-map out-of-focus defocus-estimation defocus-map-estimation low-depth-of-field

Updated Aug 18, 2018
MATLAB

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.)

matlab expectation-maximization gaussian-mixture-models icm segmentation bayesian bayesian-inference image-segmentation gmm em markov-random-field mrf hidden-markov-random-field

Updated May 7, 2021
MATLAB

UBGewali / tutorial-UGM-hyperspectral

A Tutorial on Modeling and Inference in Undirected Graphical Models for Hyperspectral Image Analysis

graphical-models hyperspectral-image-classification hyperspectral conditional-random-fields markov-random-field

Updated May 8, 2018
MATLAB

hrshtv / Bayesian-Image-Denoising

A MAP-MRF Framework for Image Denoising

map matlab mri bayesian bayesian-inference image-denoising markov-random-field mrf maximum-a-posteriori-estimation denoising huber rician

Updated May 7, 2021
MATLAB

salimandre / texture-inpainting

Implementation of microtexture inpainting method using a probabilistic model.

image-processing generative-model texture-synthesis markov-random-field conditional-simulation gaussian-random-field kriging-method

Updated Feb 27, 2020
MATLAB

alexkonrad / monocular-depth-estimation

[CV] Estimates depth from a single image with Markov Random Fields.

computer-vision markov-random-field monocular-depth-estimation

Updated Jan 20, 2021
MATLAB

Sirozha1337 / ImageSegmentation

Matlab Image Segmentation scripts

image-processing graph-cut fmri image-segmentation markov-random-field metropolis-hastings hmrf-em hmrf-mcem

Updated Jun 27, 2020
MATLAB

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