jianzhangcs Goto Github PK

alsb

Matlab Code for Image compressive sensing recovery using adaptively learned sparsifying basis via L0 minimization

ast-nls

Matlab Code for Image Denoising via Bandwise Adaptive Modeling and Regularization Exploiting Nonlocal Similarity

casnet

Content-aware Scalable Deep Compressed Sensing (TIP 2022) [PyTorch]

ccr-sisr

Matlab code for CCR: Clustering and Collaborative Representation for Fast Single Image Super-Resolution

coast

COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing, TIP2021 [PyTorch Code]

cola-net

COLA-Net: Collaborative Attention Network for Image Restoration, TMM2021 (PyTorch Code)

compressai

A PyTorch library and evaluation platform for end-to-end compression research

concolor

Matlab Code for CONCOLOR: COnstrained Non-COnvex LOw-Rank Model for Image Deblocking, TIP2016

crc-sisr

Matlab code for Collaborative Representation Cascade for Single-Image Super-Resolution

cs-video-reconstruction-rrs

Matlab implementation of the CS video reconstruction method RRS

csrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

d-amp_toolbox

This package contains the code to run Learned D-AMP, D-AMP, D-VAMP, D-prGAMP, and DnCNN algorithms. It also includes code to train Learned D-AMP, DnCNN, and Deep Image Prior U-net using the SURE loss.

dagl

Dynamic Attentive Graph Learning for Image Restoration, ICCV2021 [PyTorch Code]

ddnm

Official PyTorch implementation for the paper "Zero Shot Image Restoration Using Denoising Diffusion Null-Space Model"

deep-generalized-unfolding-networks-for-image-restoration

denoiseg

Joint training of denoising and segmentation.

dgsmp

PyTorch code for CVPR2021 paper "Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging"

dualdic

Matlab Code for Image Super-Resolution via Dual-Dictionary Learning and Sparse Representation

eda

[CVPR2023] EDA: Explicit Text-Decoupling and Dense Alignment for 3D Visual Grounding

eop

Matlab Code for Entropy of Primitive: From Sparse Representation to Visual Information Evaluation

gpen

gsr

Matlab code for Group-based Sparse Representation for Image Restoration, TIP2014

herosnet

HerosNet: Hyperspectral Explicable Reconstruction and Optimal Sampling Deep Network for Snapshot Compressive Imaging (CVPR2022)

hitdun

Official implementation of High-Throughput Deep Unfolding Network for Compressive Sensing MRI

image-deblocking-ssrqc

Image deblocking method using structural sparse representation and quantization constraint

irjsm

Matlab Code for Image Restoration Using Joint Statistical Modeling in a Space-Transform Domain, TCSVT2014

ista-net

ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR2018 (Tensorflow Code)

ista-net-pytorch

ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR2018 (PyTorch Code)

ista-netpp

ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing, ICME2021 [PyTorch Code]

madun

Memory-Augmented Deep Unfolding Network for Compressive Sensing(ACMMM 2021)