Alternatives and similar repositories for ksvd

Users that are interested in ksvd are comparing it to the libraries listed below

• tiepvupsu / DICTOL
  DICTOL - A Dictionary Learning Toolbox in Matlab and Python
  ☆192Updated 4 years ago
• fubel / sparselandtools
  A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.
  ☆92Updated 10 months ago
• dlaptev / RobustPCA
  Robust PCA implementation and examples (Matlab)
  ☆208Updated 7 years ago
• bwohlberg / sporco
  Sparse Optimisation Research Code
  ☆277Updated 2 months ago
• VITA-Group / LISTA-CPSS
  [NeurIPS'18, Spotlight oral] "Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds", by Xiaohan Chen*…
  ☆64Updated 4 years ago
• minhnhat93 / lfa_sc
  Matlab implementation of the paper "Learning fast approximations of sparse coding"
  ☆31Updated 10 years ago
• Deepayan137 / K-svd
  Image Denoising via Sparse and Redundant Representations over Learned Dictionaries
  ☆30Updated 6 years ago
• JeanKossaifi / FISTA
  Python implementation of the Fast Iterative Shrinkage/Thresholding Algorithm.
  ☆95Updated 7 years ago
• jkarnows / rpcaADMM
  Robust Principal Component Analysis via ADMM in Python
  ☆108Updated 9 years ago
• XiaoxiaSun / supervised-deep-sparse-coding-networks
  supervised deep sparse coding networks
  ☆31Updated 8 years ago
• stephenbeckr / fastRPCA
  Matlab code for all variants of robust PCA and SPCP
  ☆126Updated 4 years ago
• sunghbae / dcgan-matconvnet
  Deep Convolutional Generative Adversarial Network (DCGAN) implementation on MatConvNet (compliant to any MCN version)
  ☆44Updated 8 years ago
• pirofti / ksvd_reg
  This repository has been moved to https://codeberg.org/pirofti/ksvd_reg. Please visit the new location for the latest updates.
  ☆50Updated 8 years ago
• meyerscetbon / Deep-K-SVD
  ☆73Updated 2 years ago
• tiepvupsu / FISTA
  FISTA implementation in MATLAB (recently updated FISTA with backtracking)
  ☆198Updated 8 years ago
• jbhuang0604 / SelfSimSR
  Exploiting Self-Similarities for Single Frame Super-Resolution (ACCV 2010)
  ☆67Updated 11 years ago
• EvZissel / LoBCoD
  An Algorithm for performing pursuit and dictionary update of the Convolutional Sparse Coding (CSC) model
  ☆31Updated 6 years ago
• michalsorel / convsparsecoding
  Code accompanying the paper M. Sorel, F. Sroubek, "Fast convolutional sparse coding using matrix inversion lemma", Digital Signal Process…
  ☆31Updated 8 years ago
• edward-reehorst / On_RED
  This repository is made to publish code used in "Regularization by Denoising: Clarifications and New Interpretations" by Reehorst, Schnit…
  ☆20Updated 7 years ago
• ramarlina / DenoisingAutoEncoder
  Python implementation of Stacked Denoising Autoencoders for unsupervised learning of high level feature representation
  ☆150Updated 10 years ago
• chongyangtao / Color-Image-Inpainting
  Image inpainting based on OMP and KSVD algorithm
  ☆85Updated 9 years ago
• tiepvupsu / DICTOL_python
  A Python implementation of well-known dictionary learning methods.
  ☆74Updated 2 years ago
• davevanveen / compsensing_dip
  Compressed sensing with deep image prior algorithm
  ☆64Updated last year
• yangyan92 / Deep-ADMM-Net
  ☆226Updated 8 years ago
• jamiezeminzhang / Tensor_Completion_and_Tensor_RPCA
  ☆38Updated 9 years ago
• ektormak / Lyssandra
  A collection of Python tools for feature extraction and image classification using Sparse Coding algorithms.
  ☆69Updated 7 years ago
• andrewssobral / mctc4bmi
  Matrix and Tensor Completion for Background Model Initialization
  ☆112Updated 4 years ago
• reinhardh / supplement_deep_decoder
  ☆99Updated 6 years ago
• image-science-lab / OneNet
  ☆33Updated 7 years ago
• vccimaging / CCSC_code_ICCV2017
  This is the source code repository for the ICCV 2017 paper "Consensus Convolutional Sparse Coding".
  ☆27Updated 7 years ago