zsm1211 / PnP-CASSI
Python(pytorch) code for the paper: Siming Zheng, Yang Liu, Ziyi Meng, Mu Qiao, Zhishen Tong, Xiaoyu Yang, Shensheng Han, and Xin Yuan, "Deep plug-and-play priors for spectral snapshot compressive imaging," Photon. Res. 9, B18-B29 (2021)
☆41Updated last year
Alternatives and similar repositories for PnP-CASSI:
Users that are interested in PnP-CASSI are comparing it to the libraries listed below
- ☆30Updated last year
- ADMM-net (for video SCI)☆23Updated 4 years ago
- Snapshot Multispectral Endomicriscopy☆21Updated 3 years ago
- ☆20Updated last year
- reconstruction algorithms for snapshot compressive imaging☆22Updated last year
- Deep Learning for Video Compressive Sensing☆52Updated 4 years ago
- This repo provides a the python code of the paper "Deep Coded Aperture Design: An End-to-EndApproach for Computational Imaging Tasks"☆19Updated last year
- GAP-net for Snapshot Compressive Imaging☆17Updated 4 years ago
- ☆36Updated 2 years ago
- This repo provides a clean implementation of the paper "Compressive Spectral Image Reconstruction using Deep prior and Low-Rank Tensor Re…☆15Updated 2 years ago
- Code for 'Adaptive Deep PnP Algorithm for Video Snapshot Compressive Imaging'☆14Updated last year
- End-to-End Low Cost Compressive Spectral Imaging with Spatial-Spectral Self-Attention☆71Updated 11 months ago
- Source Code of rTVRA for Hyperspectral Image Reconstruction on Dual-camera Compressive Hyperspectral Imaging System☆14Updated 4 years ago
- ☆18Updated 2 years ago
- Code for a 1D Implementation of 'A New TwIST: Two-Step Iterative Shrinkage/Thresholding Algorithms for Image Restoration' (2007)☆14Updated 8 years ago
- A summary of CASSI reconstruction algorithms, including performance, complexity, paper links and codes.☆14Updated 2 years ago
- csleemooo / Deep_learning_based_on_parameterized_physical_forward_model_for_adaptive_holographic_imagingDeep learning based on parameterized physical forward model for adaptive holographic imaging with unpaired data☆26Updated 2 years ago
- code for Ghost Imaging using Deep neural network Constraint (GIDC)☆42Updated 3 years ago
- Hyperspectral Images Reconstruction of HyperspecI sensors☆39Updated 7 months ago
- Plug-and-play Algorithms for Large-scale Snapshot Compressive Imaging (CVPR 2020, Oral)☆62Updated 4 years ago
- Dataset with processing code☆44Updated 5 years ago
- Official implementation of "HLRTF: Hierarchical Low-Rank Tensor Factorization for Inverse Problems in Multi-Dimensional Imaging," CVPR 20…☆19Updated 2 years ago
- ☆12Updated last month
- Plug-and-Play Algorithms for Video Snapshot Compressive Imaging (TPAMI 2022)☆37Updated 4 years ago
- Dual-scale Transformer for Large-scale Single-Pixel Imaging☆20Updated 11 months ago
- This is the implementation of the "parameter constrained spectral encoder and decoder (PCSED)" introduced in the paper "Deep-Learned Broa…☆25Updated 3 years ago
- ELP-Unfolding☆12Updated 3 months ago
- Repository for paper "Robust lensless image reconstruction via PSF estimation"☆12Updated 2 years ago
- Code for the CVPR 2022 paper "Quantization-aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging".☆24Updated 2 years ago