Top sparse-coding open source projects

Face Recognition in real-world images [ICASSP 2017]

✭ 36

python opencv face-recognition landmarks sparse-coding rsc real-world-images lfw icassp

This is project page for the paper "RG-Flow: a hierarchical and explainable flow model based on renormalization group and sparse prior". Paper link: https://arxiv.org/abs/2010.00029

✭ 58

python computer-vision generative-model representation-learning sparse-coding hierarchical-models renormalization-group normalizing-flow

ksvd reg

Regularized K-SVD Algorithm

✭ 29

matlab machine-learning algorithms signal-processing sparse-coding dictionary-learning

sparselandtools

✨ A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.

✭ 55

python image-processing pursuit sparse-coding dictionary-learning image-denoising sparse-representations k-svd dct-dictionary haar-dictionary

gproshan

geometry processing and shape analysis framework

✭ 48

C++Cuda CMake GLSL opengl cuda computational-geometry geometry-processing sparse-coding dictionary-learning shape-analysis

prosper

A Python Library for Probabilistic Sparse Coding with Non-Standard Priors and Superpositions

✭ 17

python machine-learning sparse-coding variational-inference probabilistic-graphical-models feature-learning

dictlearn

Dictionary Learning for image processing

✭ 23

python c machine-learning signal-processing image-processing segmentation sparse-coding dictionary-learning inpainting denoising

ClassifierToolbox

A MATLAB toolbox for classifier: Version 1.0.7

MIRT.jl

MIRT: Michigan Image Reconstruction Toolbox (Julia version)

✭ 80

julia image-reconstruction mirt mri tomography sparse-coding inverse-problems optimization-algorithms k-space nufft sinogram

Top 9 sparse-coding open source projects