R package containing helpful functions for dealing with spatial data and concliques.

A package to perform EP inference in a variety of settings

R.I.T project

Spatial-Temporal Markov Random Field Tools

Tissue classification of T1-weighted brain MR acquisitions using a hidden markov random field model.

An R package for analysis of Markov Random Fields on 2-dimensional lattices.

Probabilistic machine learning for reconstruction and parametrization of electronic band sturcture from photoemission spectroscopy data

Use Markov Random Fields to improve the basic stereo block matching algorithm

A MAP-MRF Framework for Image Denoising

Generating continuous spatial surfaces for the manifestations of various linguistic phenomena in the Swiss-German language.

Cross-center smoothness prior for Bayesian image segmentation

Implementation of microtexture inpainting method using a probabilistic model.

Predict protein complexes from high-throughput data

This repository contains the code for Comparing Deep Learning and Classical Computer Vision for Semantic Segmentation: A comprehensive analysis of cutting-edge techniques and algorithms for precise object segmentation in computer vision tasks. This work was done under the Computer Vision course at IIT Jodhpur.

Optimized belief propagation on arbitrary graphs with binary states.

WASM demo of Markov random fields for image processing

TREC'15 CDS Competition: WSU-IR at TREC 2015 Clinical Decision Support Track: Joint Weighting of Explicit and Latent Medical Query Concepts from Diverse Sources [code]

nuclear compartmentalization, 3D genome, nuclear bodies, MRF

Implementation of "GrabCut": interactive foreground extraction using iterated graph cuts", in MATLAB

This is the repository for the course Computational Imaging project with the subject: Combination of Convolutional Neural Network and Markov Random Field for image synthesis.