WenxueCui/Deep-Compressed-Sensing

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WenxueCui/Deep-Compressed-Sensing

WenxueCui

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Deep Learning/Deep neural network-based Image/Video (Quantized) Compressed/Compressive Sensing (Coding)

Deep-Image-Compression-Video-Coding

Recent papers and codes related to deep learning/deep neural network based image compression and video coding framework.

CSNet-Pytorch

Pytorch code for paper "Deep Networks for Compressed Image Sensing" and "Image Compressed Sensing Using Convolutional Neural Network"

Transformer_Low_Level_Vision

Transformer for low-level vision applications, such as image restoration (denosing, super resolution, deblur)

ComCNN-RecCNN

The code of paper "An End-to-End Compression Framework Based on Convolutional Neural Networks". TCSVT

NL-CSNet-Pytorch

Pytorch code for paper "Image Compressed Sensing Using Non-local Neural Network" TMM 2021.

KPN_Denoising_Pytorch

Reimplement of Burst Denoising with Kernel Prediction Networks and Multi-Kernel Prediction Networks for Denoising of Image Burst by using PyTorch.

DSMM

Official code of paper "Deep neural network based sparse measurement matrix for image compressed sensing" ICIP2018

LapCSNet

Officical code of paper "An efficient deep convolutional laplacian pyramid architecture for CS reconstruction at low sampling ratios" ICASSP2018

Deformable_Kernels_Image_Video_Denoising

The implement of paper "Learning Deformable Kernels for Image and Video Denoising" in PyTorch.

Image-Denoising-Enhancement

CS-Steg

This the source code of the paper "When Steganography Meet Compressed Sensing"