mrf

OptimizeRasters is a set of tools for converting raster data to optimized Tiled TIF or MRF files, moving data to cloud storage, and creating Raster Proxies.

A high-performance general-purpose MRF MAP solver, heavily exploiting SIMD instructions.

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

Open-source MATLAB-based computational platform for modeling and analyzing steel frame buildings in OpenSEES.

Memory Efficient Max Flow

ESS Site-specific EPICS module : mrfioc2

Probabilistic Graphical Models final project

👐 This package includes 3 MR fingerprinting methods to reconstruct parametric maps: standard dictionary-based matching and dictionary-based learning using a statistical or a neural network approach.

PGM

Dual decomposition based Markov-Random-Fields solvers.

mrfloris.com related stuff

MRF based timing network toolkit.

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.)

Learn a Factor Graph, or Markov Random Field (MRF), from data/observations. I.e. do PGM parameter learning.

EPICS device support for the MRF timing system (EVG and EVR)

"supercycleEngine" is an EPICS IOC plugin for "mrfioc2" community release.

ESS Site-specific EPICS module : supercycleEngine.

Iteratively Reweighted Graph Cut

A Bayesian framework for Multi-Frame Image Super-Resolution. Based on "Bayesian Image Super-Resolution" (ME Tipping and CM Bishop, NeurIPS 2003)

A MAP-MRF Framework for Image Denoising

An implementation of "Exact Maximum A Posteriori Estimation for Binary Images" (D. Greig, B. Porteous and A. Seheult)

Cosaliency Detection and Region-of-Interest Extraction via Manifold Ranking and MRF in Remote Sensing Images

Expert GUIs to control MRF cPCI EVG/EVR locally