jizhe-cheer Goto Github PK

adtmo

source code of paper: Adversarial and Adaptive Tone Mapping Operator for High Dynamic Range Images

ai_demosaic__bjdd_cvpr21

This is the official implementation of Beyond Joint Demosaicking and Denoising from CVPRW21.

ai_demosaic__demosaicnet

A minimal torch implementation of [Gharbi2016]

ai_demosaic__demosaicnet_caffe

An implementation of Deep Joint Demosaicking and Denoising - SiGGRAPH Asia 2016

ainr__pd-denoising-pytorch

Code of 'when AWGN-based Denoiser Meets Real Noises'

ainr_fundamental__dncnn

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

ainr_fundamental__kair

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

basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

cbdnet-pytorch

Toward Convolutional Blind Denoising of Real Photograph

diffbir

dncnn-pytorch

PyTorch implementation of the TIP2017 paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

espcn

A PyTorch implementation of ESPCN based on CVPR 2016 paper "Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network"

fastdvdnet

FastDVDnet: A Very Fast Deep Video Denoising algorithm

hdr-gan

This is the implementation for HDR-GAN: HDR Image Reconstruction From Multi-Exposed LDR Images With Large Motions (TIP'2021)

hdrnet

An implementation of 'Deep Bilateral Learning for Real-Time Image Enhancement', SIGGRAPH 2017

hdrnet-pytorch

Unofficial PyTorch implementation of 'Deep Bilateral Learning for Real-Time Image Enhancement', SIGGRAPH 2017 https://groups.csail.mit.edu/graphics/hdrnet/

hdrplus-python

Open source Python implementation of the HDR+ photography pipeline (fix)

kbnet

KBNet: Kernel Basis Network for Image Restoration

kpn

CVPR 2018 Kernel Prediction Networks

nafnet

The state-of-the-art image restoration model without nonlinear activation functions.

nbnet

NBNet: Noise Basis Learning for Image Denoising with Subspace Projection

noise-synthesis

Rethinking Noise Synthesis and Modeling in Raw Denoising (ICCV2021)

pyjbu

A Python implementation of Joint Bilateral Upsampling

real-esrgan

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

restoreformer

[CVPR 2022] RestoreFormer: High-Quality Blind Face Restoration from Undegraded Key-Value Pairs

restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

simple-camera-pipeline

A simple and light-weight camera image processing pipeline

tenet

[ICCP'22] Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline

unpaired_hdr_tmo