Alternatives and similar repositories for K-SVD:

Users that are interested in K-SVD are comparing it to the libraries listed below

• jianzhangcs / ISTA-Net
  ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR2018 (Tensorflow Code)
  ☆133Updated 4 years ago
• yangyan92 / ADMM-CSNet
  Matlab code for ADMM-CSNet
  ☆82Updated 6 years ago
• pengbao7598 / PWLS-CSCGR
  Convolutional Sparse Coding for Compressed Sensing CT Reconstruction
  ☆41Updated 6 years ago
• lixing0810 / Pytorch_ADMM-CSNet
  Codes for model in "ADMM-CSNet: A Deep Learning Approach for Image Compressive Sensing" (TPAMI 2019)
  ☆30Updated 3 years ago
• Phoenix-V / tensor-admm-net-sci
  Dataset with processing code
  ☆44Updated 5 years ago
• Vandermode / TFPnP
  Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems (ICML 2020 Award Paper & JMLR 2022)
  ☆89Updated 4 months ago
• jinxixiang / FISTA-Net
  A model-based deep learning network for inverse problem in imaging
  ☆69Updated 2 years ago
• gongenhao / GANCS
  Compressed Sensing MRI based on Deep Generative Adversarial Network
  ☆90Updated 7 years ago
• Aaatresh / LISTA
  Implementation of Learning Fast Approximations of Sparse Coding
  ☆16Updated 2 years ago
• Chinmayrane16 / ReconNet-PyTorch
  A non-iterative algorithm to reconstruct images from compressively sensed measurements.
  ☆43Updated 4 years ago
• seunghwanyoo / ista_lasso
  Iterative Shrinkage Thresholding Algorithm (ISTA) for LASSO problem
  ☆39Updated 8 years ago
• uclaopt / Provable_Plug_and_Play
  [ICML 2019] Plug-and-Play Methods Provably Converge with Properly Trained Denoisers
  ☆67Updated 5 years ago
• kvdeepak / ksvd-denoising
  Filtering out noise from images using K-SVD and OMP
  ☆24Updated 6 years ago
• meyerscetbon / Deep-K-SVD
  ☆72Updated last year
• yangyan92 / Deep-ADMM-Net
  ☆209Updated 8 years ago
• CedricChing / DeepMRI
  The code for paper 'DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution'
  ☆48Updated 5 years ago
• liutianlin0121 / musc
  Implementation of "Learning Multiscale Convolutional Dictionaries for Image Reconstruction", IEEE Transaction On Computational Imaging, 2…
  ☆29Updated 2 years ago
• simoneparisotto / TDV-for-image-denoising
  This is a companion software for the submission: "Higher-Order Total Directional Variation: Imaging Applications" by Simone Parisotto , J…
  ☆33Updated 4 years ago
• yangyan92 / Pytorch_ADMM-CSNet
  ☆77Updated 3 years ago
• wukailun / GLISTA
  source code of GLISTA
  ☆23Updated 5 years ago
• jianzhangcs / ISTA-Netpp
  ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing, ICME2021 [PyTorch Code]
  ☆61Updated 3 years ago
• KuldeepKulkarni / ReconNet
  ReconNet: CVPR 2016
  ☆44Updated 4 years ago
• burakcorekci / ImageDenoisingKSVD
  MATLAB implementation of the paper "Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries"
  ☆42Updated 8 years ago
• VITA-Group / ALISTA
  [ICLR 2019] "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA", by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Y…
  ☆70Updated 3 years ago
• WeishengDong / DPDNN
  ☆24Updated 6 years ago
• yqx7150 / WDAEPRec
  Denoising Auto-encoding Priors in Undecimated Wavelet Domain for MRI Reconstruction
  ☆12Updated 4 months ago
• drorsimon / CSCNet
  Code for the paper "Rethinking the CSC Model for Natural Images"
  ☆31Updated last year
• benMen87 / ApproximateConvolutionalSparseCoding
  An implementation of approximate convolutional sparse coding (CSC) based on paper: https://arxiv.org/abs/1711.00328
  ☆43Updated 2 years ago
• minhnhat93 / lfa_sc
  Matlab implementation of the paper "Learning fast approximations of sparse coding"
  ☆32Updated 9 years ago
• ngcthuong / MS-DCSNet-Release
  Multi-Scale Deep Compressive Sensing Network, IEEE Inter. Conf. Visual Comm. Image Process. (VCIP), 2018
  ☆13Updated 5 years ago