image-denoising topic

List image-denoising repositories

NAFNet

2.0k
Stars
250
Forks
Watchers

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

Collection of popular and reproducible image denoising works.

MIRNetv2

375
Stars
54
Forks
Watchers

[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement

DnCNN

1.4k
Stars
530
Forks
Watchers

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

FBCNN

395
Stars
38
Forks
Watchers

Official Code for ICCV 2021 paper "Towards Flexible Blind JPEG Artifacts Removal (FBCNN)"

A Collection of Papers and Codes for CVPR2024/CVPR2021/CVPR2020 Low Level Vision

CycleISP

479
Stars
70
Forks
Watchers

[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis

aiLearnNotes

264
Stars
61
Forks
Watchers

Artificial Intelligence Learning Notes.

Awesome-ICCV2021-Low-Level-Vision

209
Stars
96
Forks
Watchers

A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation

MPRNet

1.1k
Stars
185
Forks
Watchers

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.