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awesome-low-light-image-enhancement

This is a resouce list for low light image enhancement

btretinex

code for our paper "Enhancing Low-Light Images: A Variation-based Retinex with Modified Bilateral Total Variation and Tensor Sparse Coding ".

camixersr

CAMixerSR: Only Details Need More “Attention” (CVPR 2024)

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

Accepted by CVPR 2022

generativediffusionprior

Generative Diffusion Prior for Unified Image Restoration and Enhancement (CVPR2023)

glon-retinex

Demo of our paper 'Employing Multiple Priors in Retinex-Based Low-Light Image Enhancement' accepted by EGSR2024.

gsad

[NeurIPS 2023] Global Structure-Aware Diffusion Process for Low-Light Image Enhancement

hsid-cnn

Q. Yuan, Q. Zhang, J. Li, H. Shen, and L. Zhang, "Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network," IEEE TGRS, 2019.

hyperspectral_image_toolbox

A hyperspectral image toolbox written in matlab.

kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

mamba

modified-crunet-and-residual-attention-network.mxnet

:fire::fire:A MXNet implementation of Modified CRUNet & Residual Attention Network:fire::fire:

musco-pytorch

MUSCO: MUlti-Stage COmpression of neural networks

nbnet

NBNet: Noise Basis Learning for Image Denoising with Subspace Projection

pnp-sci

Plug-and-play Algorithms for Large-scale Snapshot Compressive Imaging (CVPR 2020, Oral)

pnp-sci_python

Plug-and-Play Algorithms for Video Snapshot Compressive Imaging (TPAMI 2022)

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

sci-tv-ffdnet

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

scunet

Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)

star_deqsci

Python (PyTorch) implementation of the AAAI paper "Deep Equilibrium Models for Video Snapshot Compressive Imaging"

tensorly

TensorLy: Tensor Learning in Python.

tensornet

tt-toolbox

The git repository for the TT-Toolbox

uhdfour_code

ultralight-vm-unet

[arXiv] The official code for "UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation".

vmamba

VMamba: Visual State Space Models，code is based on mamba

wlrt-retinex

Code, dataset and more experimental results for our paper.

wzu-machine-learning-course

温州大学《机器学习》课程资料（代码、课件等）

yuvplayer

A little simple YUV player.windows VS2010 MFC project (Windows 7 64bit),support manyYUV format file.