markov-random-field | Topic | Ecosyste.ms: Repos

Topic: "markov-random-field"

dthuerck/mapmap_cpu

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

Language: C++ - Size: 1.02 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 105 - Forks: 51

AliMorty/Markov-Random-Field-Project

This project has two parts. In part one, we use markov random field to denoise an image. In Part two, we use similar model for image segmentation.

Language: Jupyter Notebook - Size: 11.6 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 100 - Forks: 25

xinario/defocus_segmentation

LBP-based segmentation of defocus blur

Language: Matlab - Size: 2.12 MB - Last synced at: 8 days ago - Pushed at: almost 7 years ago - Stars: 65 - Forks: 11

PauloCarvalhoRJ/gammaray

GammaRay: a graphical interface to GSLib and other geomodeling algorithms. *NEW* in May, 6th: Drift analysis.

Language: C++ - Size: 795 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 42 - Forks: 15

imkanghan/crowd-counting

Image Crowd Counting Using Convolutional Neural Network and Markov Random Field

Language: C++ - Size: 2.67 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 33 - Forks: 18

nicholasjclark/MRFcov

Markov random fields with covariates

Language: R - Size: 3.51 MB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 23 - Forks: 5

UBGewali/tutorial-UGM-hyperspectral

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

Language: Matlab - Size: 33.2 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 21 - Forks: 9

YunyiShen/CAR-LASSO

Conditional Auto-Regressive LASSO in R

Language: C++ - Size: 284 MB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 17 - Forks: 5

gdikov/hybrid-stereo-matching

Framework for event- and frame-based stereo matching using SNNs and MRFs

Language: Jupyter Notebook - Size: 6.71 MB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 14 - Forks: 2

mpes-kit/fuller

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

Language: Jupyter Notebook - Size: 25.9 MB - Last synced at: 3 days ago - Pushed at: about 2 months ago - Stars: 12 - Forks: 2

tlienart/EPBP 📦

Expectation Particle Belief Propagation code

Language: Julia - Size: 744 KB - Last synced at: 7 days ago - Pushed at: over 6 years ago - Stars: 12 - Forks: 2

Freguglia/mrf2d

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

Language: R - Size: 34.7 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 1

hrshtv/Bayesian-Image-Super-Resolution

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

Language: Jupyter Notebook - Size: 20.9 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 1

ytakashina/depynd

Evaluating dependencies among random variables.

Language: Jupyter Notebook - Size: 1.62 MB - Last synced at: 26 days ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 2

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: over 2 years ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 1

aminrashidbeigi/mrf-segmentation-denoising

Probabilistic Graphical Models final project

Language: Jupyter Notebook - Size: 10.4 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1

tlienart/EPInference.jl

A package to perform EP inference in a variety of settings

Language: Julia - Size: 20.5 KB - Last synced at: 5 days ago - Pushed at: almost 8 years ago - Stars: 4 - Forks: 0

salimandre/texture-inpainting

Implementation of microtexture inpainting method using a probabilistic model.

Language: MATLAB - Size: 13.7 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

hamzaelsaawy/DiscreteFactors.jl

Factor potentials for factor graphs, Bayesian networks, and Markov random fields

Language: Julia - Size: 108 KB - Last synced at: 11 days ago - Pushed at: about 8 years ago - Stars: 3 - Forks: 2

teanalab/MRF-L

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]

Language: C++ - Size: 15.6 MB - Last synced at: over 1 year ago - Pushed at: over 8 years ago - Stars: 3 - Forks: 1

wasineer-dev/braid

Predict protein complexes from high-throughput data

Language: Python - Size: 12.9 MB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

minhIMT97/Image-Synthesis-with-CNN-MRF

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.

Language: Jupyter Notebook - Size: 9.76 MB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 1

Lioscro/fbgbp

Optimized belief propagation on arbitrary graphs with binary states.

Language: C++ - Size: 444 KB - Last synced at: 17 days ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

zbr17/pgm-lda-mrf.hw

Course project for PGM: LDA(Latent Dirichlet Allocation) and MRF(Markov Random Field)

Language: Python - Size: 1000 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

andeek/conclique

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

Language: C++ - Size: 93.8 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

alarsyo/speedy-parrot

WASM demo of Markov random fields for image processing

Language: Rust - Size: 173 KB - Last synced at: 1 day ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

ma-compbio/SPIN

nuclear compartmentalization, 3D genome, nuclear bodies, MRF

Language: Python - Size: 488 KB - Last synced at: 8 months ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

aabadri/image-segmentation-mrf

This project uses MRF (Markov Random Field) to remove noise from the image and segment it.

Language: Jupyter Notebook - Size: 10.5 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 1

mbrg/face-it

An AI Paint-Artist

Language: JavaScript - Size: 33.4 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 1

munterfi/modeling-dialect-regions

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

Language: TeX - Size: 206 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

hrshtv/Bayesian-Image-Denoising

A MAP-MRF Framework for Image Denoising

Language: MATLAB - Size: 1.62 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

hrshtv/MRF-Segmentation-Graph-Cuts

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

Language: Jupyter Notebook - Size: 690 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 2

alexkonrad/monocular-depth-estimation

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

Language: MATLAB - Size: 6.69 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

salvaRC/Factor-Graph-Learning

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

Language: Python - Size: 102 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

nicholasjclark/Mediterranean-Fishes-MRF

R code to reproduce analyses in "Rapid winter warming could disrupt coastal marine fish community structure" (Clark et al, Nature Climate Change, 2020)

Language: R - Size: 36.1 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 2

wmkouw/cc-smoothprior

Cross-center smoothness prior for Bayesian image segmentation

Language: Python - Size: 819 KB - Last synced at: 3 months ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

zinsmatt/StereoVision_Markov_Random_Fields

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

Language: C++ - Size: 1.27 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

chakshu-dhannawat/Semantic-Segmentation-CV-Project

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.

Language: Jupyter Notebook - Size: 20.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0