compressive-sensing
There are 70 repositories under compressive-sensing topic.
Guaishou74851/IDM
(TPAMI 2025) Invertible Diffusion Models for Compressed Sensing [PyTorch]
liuyang12/DeSCI
Rank Minimization for Snapshot Compressive Imaging (TPAMI'19)
indigits/sparse-plex
A MATLAB library for sparse representation problems
Guaishou74851/PCNet
(TPAMI 2024) Practical Compact Deep Compressed Sensing [PyTorch]
carnotresearch/cr-sparse
Functional models and algorithms for sparse signal processing
KAIST-VCLAB/deepcassi
[SIGGRAPH Asia 2017] High-Quality Hyperspectral Reconstruction Using a Spectral Prior
miliadis/DeepVideoCS
PyTorch deep learning framework for video compressive sensing.
Guaishou74851/SCNet
(IJCV 2024) Self-Supervised Scalable Deep Compressed Sensing [PyTorch]
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 Yin.
mq0829/DL-CACTI
Deep Learning for Video Compressive Sensing
NeuroFan/Compressive_Sensing_C_and_MATLAB
C and MATLAB implementation of CS recovery algorithm, i.e. Orthogonal Matching Pursuit, Approximate Message Passing, Iterative Hard Thresholding Algorithms
Chinmayrane16/ReconNet-PyTorch
A non-iterative algorithm to reconstruct images from compressively sensed measurements.
PhotonicsOpenProjects/ONE-PIX
An open source Python single-pixel imaging kit for educational and research purposes.
ICSResearch/TransCS
TransCS: A Transformer-Based Hybrid Architecture for Image Compressed Sensing
liuyang12/3DCS
Three-dimensional compressive sensing algorithms
puneesh00/cs-mri-gan
Structure preserving Compressive Sensing MRI Reconstruction using Generative Adversarial Networks (CVPRW 2020)
MLI-lab/Robustness-CS
Measuring the robustness of compressive sensing methods (including deep-learning-based ones) for image reconstruction.
archana1998/compressive-sensing-denoising
Compressed sensing and denoising of images using sparse representations
Scientific-Research-Resource/SCI-algorithms
reconstruction algorithms for snapshot compressive imaging
Algorithm-and-Toolbox/CS-algorithms
Reconstruction Algorithms for Compressive Sensing and Compressive Imaging
Guaishou74851/DCCM
(Nature Communications Engineering 2024) Compressive Confocal Microscopy Imaging at the Single-Photon Level with Ultra-Low Sampling Ratios [PyTorch]
inofficialamanjha/Image-Compressed-Sensing-using-convolutional-Neural-Network
Implementation of IEEE 2019 Research Paper : Image Compressed Sensing using Convolutional Neural Network.
rasikraj01/CompressiveSensing
Image Reconstruction Using Compressive Sensing
nazmul-karim170/SPI-GAN
PyTorch Implementation of "SPI-GAN: Towards Single-Pixel Imaging through Generative Adversarial Network"
jiang-du/Perceptual-CS
Official code for papers "Perceptual Compressive Sensing" at PRCV 2018 and "Fully Convolutional Measurement Network for Compressive Sensing Image Reconstruction" at Neurocomputing 2019.
estija/Co-VeGAN
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction
rdspring1/MISSION
MISSION: Ultra Large-Scale Feature Selection using Count-Sketches
sbrsarkar/BAdVAMP
Bilinear Adaptive Vector Approximate Message Passing
DavideNardone/Greedy-Adaptive-Dictionary
Greedy Adaptive Dictionary (GAD) is a learning algorithm that sets out to find sparse atoms for speech signals.
perepichka/ceha
Novel image compression–encryption hybrid algorithm based on key-controlled measurement matrix in compressive sensing
a-rouxel/simca
Simulator for Coded Aperture Spectral Snapshot Imaging
coolbay/CS-video-reconstruction-RRS
Matlab implementation of the CS video reconstruction method RRS
DavideNardone/PySMRS
An unsupervised compressed-sensing technique for fundamental objects selection
qraleq/dr2net
tensorflow implementation of dr2net
y0umu/DeepInverse-Reimplementation
Re-implements the DeepInverse
dwgan/ADMM_TV_denoise
Total Variation denoise utilizing Alternating Direction Method of Multiplier