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.

• UpdatedFeb 26, 2025
• HTML

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

• UpdatedJul 4, 2023
• C++

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

• UpdatedFeb 10, 2025
• Tcl

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.)

• UpdatedMay 7, 2021
• MATLAB

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

• UpdatedMay 18, 2021
• Jupyter Notebook

A highly optimized library for building markov random fields with pytorch.

• UpdatedNov 2, 2023
• Jupyter Notebook

👐 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.

• UpdatedDec 15, 2020
• MATLAB

Mohsenifar, A., Mohammadzadeh, A., Moghimi, A. and Salehi, B., 2021, A Novel Unsupervised Forest Change Detection Method Based on The Integration of a Multiresolution Singular Value Decomposition Fusion and an Edge-Aware Markov Random Field Algorithm. International Journal of Remote Sensing, doi:10.1080/01431161.2021.1995075.

• UpdatedJun 1, 2022
• MATLAB

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

• UpdatedJan 22, 2024
• R

• UpdatedJun 5, 2018
• Python

Memory Efficient Max Flow

• UpdatedDec 11, 2018
• C++

A MAP-MRF Framework for Image Denoising

• UpdatedMay 7, 2021
• MATLAB

ESS Site-specific EPICS module : mrfioc2

• UpdatedAug 21, 2020
• Batchfile

Drivers for 802.15.4 compliant transceivers

• UpdatedDec 19, 2020
• C

Probabilistic Graphical Models final project

• UpdatedOct 17, 2020
• Jupyter Notebook

MRF Utility Tool - A powerful Excel add-in useful for stock taking and tallying.

• UpdatedDec 25, 2024

PGM

• UpdatedDec 15, 2018
• Jupyter Notebook

Dual decomposition based Markov-Random-Fields solvers.

• UpdatedAug 15, 2018
• C++

nxtgm -- a C++/Python/JavaScript library for discrete graphical models writen in C++17

• UpdatedJan 16, 2024
• C++

MRF based timing network toolkit.

• UpdatedSep 8, 2020
• Python