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desci

Rank Minimization for Snapshot Compressive Imaging (TPAMI'19)

edvr

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR and this repo is a mirror of BasicSR.

hierarchical-regression-network-for-spectral-reconstruction-from-rgb-images

NTIRE 2020 Spectral Reconstruction Challenge 1st Place Paper

hif-benchmarking

🌇🌆 Benchmarking of Hyperspectral Image Fusion methods 🏙🌃

hscnn-plus

HSCNN+: Advanced CNN-Based Hyperspectral Recovery from RGB Images in CVPRW 2018 (Winner of NTIRE Challenge)

lfa_sc

Matlab implementation of the paper "Learning fast approximations of sparse coding"

mst

"Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction" (CVPR 2022) and a Baseline for Spectral Compressive Imaging including our work HDNet, CST, and DAUHST

mst-plus-plus

"MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction" (CVPRW 2022) & (Winner of NTIRE 2022 Challenge on Spectral Reconstruction from RGB)

nlstf

The code is the implention of paper "Nonlocal Sparse Tensor Factorization for Semiblind Hyperspectral and Multispectral Image Fusion"

nonconvex-optimization

Matlab/Octave toolbox for nonconvex optimization

sci-algorithms

reconstruction algorithms for snapshot compressive imaging

sci-tv-ffdnet

Effective Snapshot Compressive-spectral Imaging via Deep Denosing and Total Variation Priors (CVPR 2021)

superresolution_sparserepresentation

Implements super-resolution algorithm via sparse representation of Raw patches in images

swin-transformer

deep learning for image processing including classification and object-detection etc.

tao-zhang

us3rn

ying-fu-dphsir

PyTorch implementation of "Deep Plug-and-Play Prior for Hyperspectral Image Restoration" (Neurocomputing 2022)