dictionary-learning

There are 10 repositories under dictionary-learning topic.

seanwood / gcc-nmf
Real-time GCC-NMF Blind Speech Separation and Enhancement
cross-correlation dictionary-learning gcc gcc-nmf generalized-cross-correlation ipython-notebook low-latency machine-learning nmf real-time real-time-processing speaker speech speech-enhancement speech-processing speech-separation tdoa unsupervised-machine-learning
Language:Python 307
bwohlberg / sporco
Sparse Optimisation Research Code
sparsity sparse-coding dictionary-learning convolutional-sparse-coding convolutional-dictionary-learning optimization optimization-algorithms admm fista python cuda sparse-representations robust-pca total-variation total-variation-minimization plug-and-play-priors
Language:Python 247
alphacsc / alphacsc
Convolution dictionary learning for time-series
dictionary-learning convolutional-sparse-coding sparse-coding meg nips-2017 neurips-2018
Language:Python 116
Anton-Latukha / Fundamental-Haskell
Fundamental Haskell book, to the point terse statements on Haskell, Category theory, and related fields. Encyclopedic pocketbook of meaning. Zen kōan-like meditations of understanding. For quick or memory curve spaced repetition learning.
haskell org org-mode category-theory functional-programming emacs philosophy-of-science learning-resource dictionary dictionary-learning spaced-repetition
Language:Emacs Lisp 115
indigits / sparse-plex
A MATLAB library for sparse representation problems
sparse-representations matlab-library compressive-sensing clustering subspace-clustering sparse-subspace-clustering dictionary-learning sparse-recovery pursuit-algorithms omp cosamp basis-pursuit ormp ols iht htp mod k-svd
Language:MATLAB 92
fubel / sparselandtools
:sparkles: A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.
dictionary-learning sparse-representations sparse-coding k-svd image-processing image-denoising dct-dictionary pursuit haar-dictionary python
Language:Python 83
hiroyuki-kasai / ClassifierToolbox
A MATLAB toolbox for classifier: Version 1.0.7
face-recognition classification classification-algorithims covariance-matrix sparse-coding linear-regression linear-discriminant-analysis principal-component-analysis symmetric-positive-definite spd subspace manifold matlab-toolbox dictionary-learning manifold-optimization support-vector-machines src eigenfaces pca
Language:MATLAB 81
gproshan
larc / gproshan
geometry processing and shape analysis framework
geometry-processing shape-analysis computational-geometry dictionary-learning sparse-coding opengl cuda cpp
Language:C++ 59
rfeinman / pytorch-lasso
L1-regularized least squares with PyTorch
lasso sparse-coding dictionary-learning pytorch l1-regularization least-squares
Language:Python 55
NicolasBizzozzero / Inpainting
Image inpainting via dictionary learning and sparse representation.
dictionary-learning image-inpainting inpaint inpainting inpainting-methods lasso machine-learning paper-implementations
Language:Python 47
pirofti / ksvd_reg
Regularized K-SVD Algorithm
dictionary-learning sparse-coding machine-learning algorithms signal-processing
Language:MATLAB 41
Ha0Tang / DDLCN
[WACV 2019 Oral] Deep Micro-Dictionary Learning and Coding Network
dictionary-learning deep-learning deep-neural-networks micro image-classification image-recognition object-recognition object-classification
Language:C++ 37
yyt6801 / Dict
《牛津英汉词典》单词翻译，英译汉、词典; 借用文本词典实现查词翻译功能,学习练手的好项目. Dictionary Translation
dictionary dict dictionary-learning socket api http-server requests log-server translation dll python3
Language:C++ 37
cantinilab / Mowgli
Single-cell multi-omics integration using Optimal Transport
dictionary-learning matrix-factorization multi-omics multi-omics-integration optimal-transport single-cell
Language:Python 32
permfl / dictlearn
Dictionary Learning for image processing
sparse-coding dictionary-learning machine-learning image-processing signal-processing segmentation denoising inpainting
Language:Python 32
VITA-Group / Neural-Implicit-Dict
[ICML 2022] "Neural Implicit Dictionary via Mixture-of-Expert Training" by Peihao Wang, Zhiwen Fan, Tianlong Chen, Zhangyang Wang
dictionary-learning mixture-of-experts neural-implicit-representations
Language:Python 31
hli1221 / imagefusion_dllrr
multi-focus image fusion using dictionary learning and low-rank representation(ICIG 2017, Shanghai)
image-fusion dictionary-learning low-rank-representaion multi-focus
Language:MATLAB 28
sylvchev / mdla
Multivariate Dictionary Learning Algorithm
dictionary-learning multivariate-dictionaries eeg manifold
Language:Python 23
archana1998 / compressive-sensing-denoising
Compressed sensing and denoising of images using sparse representations
compressed-sensing denoising denoising-images denoising-algorithm compressive-sensing dictionary-learning ramanujan matlab image image-processing matlab-codes signal-processing
Language:MATLAB 22
matthieuheitz / WassersteinDictionaryLearning
Morgan A. Schmitz., Matthieu Heitz, Nicolas Bonneel, Fred Ngole, David Coeurjolly, Marco Cuturi, Gabriel Peyré, and Jean-Luc Starck. "Wasserstein dictionary learning: Optimal transport-based unsupervised nonlinear dictionary learning." SIAM Journal on Imaging Sciences, 2018
optimal-transport dictionary-learning
Language:C++ 19
Rehan-Ahmad / Dictionary-Learning-Algorithms
This repository contains dictionary learning algorithms
dictionary-learning sparse-representations
Language:Python 19
wc253 / LTDL
A Low-rank Tensor Dictionary Learning Method for Hyperspectral Image Denoising.
hsi msi denoising dictionary-learning tensor
Language:MATLAB 18
xiaojieli0903 / FGKVMemPred_video
Official repository of the "Fine-grained Key-Value Memory Enhanced Predictor for Video Representation Learning" (ACM MM 2023)
dictionary-learning memory-networks self-supervised-learning video-representation-learning contrative-
Language:Python 17
thtang / Sparse-Coding-for-Face-Image-Retrieval
work in Advanced Topics in Multimedia Analysis and Indexing
face-recognition sparse-coding image-retrieval lasso dictionary-learning face-image-retrieval identity-information lfw
Language:Jupyter Notebook 15
kevtimova / deep-sparse
We introduce a way to extend sparse dictionary learning to deep architectures.
sparse-coding dictionary-learning deep-learning
Language:Python 14
sepidehhosseinzadeh / Segmentation
Buildings segmentation and multiple sclerosis lesions segmentation (Dictionary learning, Encoding, Classification)
machine-learning matlab segmentation dictionary-learning encodeing classification
Language:MATLAB 14
coolbay / Image-deblocking-SSRQC
Image deblocking method using structural sparse representation and quantization constraint
image-denoising dictionary-learning sparse-coding
Language:MATLAB 13
yokoxue / HRP
Code for paper "Efficient Sparse Coding using Hierarchical Riemannian Pursuit," in IEEE Transactions on Signal Processing, Y. Xue, V. K. N. Lau and S. Cai, doi: 10.1109/TSP.2021.3093769.
learning-theory sparse-coding dictionary-learning sample-complexity
Language:MATLAB 13
DavideNardone / Blind-Source-Separation-using-Dictionary-Learning
A model for Blind Source Separation using Dictionary Learning
sparse-coding compressed-sensing matlab algebra blind-source-separation dictionary-learning estimation decomposition bss signal
Language:C++ 12
HanbaekLyu / ONMF_ONTF_NDL
Online Matrix/Tensor Factorization and applications to Network Dictionary Learning and images
dictionary-learning online-matrix-factorization online-tensor-factorization network-dictionary-learning
Language:Jupyter Notebook 12
adamshch / GraFT-analysis
This repository contains code for morphology-free analysis of functional fluorescence microscopy. The focal algorithm, Graph-Filtered Time-trace (GraFT) Dictionary Learning, is published in Charles et al. 2022 in the IEEE Transactions of Image Processing.
calcium-imaging calcium-imaging-analysis dictionary-learning graph-signal-processing image-processing widefield-microscopy dendritic-imaging
Language:MATLAB 11
DavideNardone / Greedy-Adaptive-Dictionary
Greedy Adaptive Dictionary (GAD) is a learning algorithm that sets out to find sparse atoms for speech signals.
sparse-coding compressed-sensing compressive-sensing dictionary-learning signal-processing signal
Language:Python 11
thanh-isu / double-sparse-coding
Matlab code for learning doubly sparse dictionary on synthetic data. Details can be found in the paper "A Provable Approach for Double-Sparse Coding".
sparse-coding dictionary-learning double-sparse-coding
Language:MATLAB 11
jsikyoon / tree-structured-group-lasso
Python Implementation of Proximal Methods for Hierarchical Sparse Coding
python dictionary-learning sparse-coding hierarchical-sparse-coding
Language:Python 10
pirofti / dl-box
Dictionary Learning Toolbox
dictionary-learning sparse-representations
Language:MATLAB 9
JoshuaDBruton / SparseCoefficientClustering
Spectral Clustering on the Sparse Coefficients of Learned Dictionaries - Published in SIVP
dictionary-learning spectral-clustering python hyperspectral-images
Language:Python 8

dictionary-learning

seanwood / gcc-nmf

bwohlberg / sporco

alphacsc / alphacsc

Anton-Latukha / Fundamental-Haskell

indigits / sparse-plex

fubel / sparselandtools

hiroyuki-kasai / ClassifierToolbox

larc / gproshan

rfeinman / pytorch-lasso

NicolasBizzozzero / Inpainting

pirofti / ksvd_reg

Ha0Tang / DDLCN

yyt6801 / Dict

cantinilab / Mowgli

permfl / dictlearn

VITA-Group / Neural-Implicit-Dict

hli1221 / imagefusion_dllrr

sylvchev / mdla

archana1998 / compressive-sensing-denoising

matthieuheitz / WassersteinDictionaryLearning

Rehan-Ahmad / Dictionary-Learning-Algorithms

wc253 / LTDL

xiaojieli0903 / FGKVMemPred_video

thtang / Sparse-Coding-for-Face-Image-Retrieval

kevtimova / deep-sparse

sepidehhosseinzadeh / Segmentation

coolbay / Image-deblocking-SSRQC

yokoxue / HRP

DavideNardone / Blind-Source-Separation-using-Dictionary-Learning

HanbaekLyu / ONMF_ONTF_NDL

adamshch / GraFT-analysis

DavideNardone / Greedy-Adaptive-Dictionary

thanh-isu / double-sparse-coding

jsikyoon / tree-structured-group-lasso

pirofti / dl-box

JoshuaDBruton / SparseCoefficientClustering