low-level-vision topic

Moire Removal via Attentive Fractal Network, CVPRW 2020

Ir1d

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

megvii-research

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

swz30

Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)

hellloxiaotian

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

swz30

ICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation

XPixelGroup

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

Kobaayyy

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

swz30

[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.

google-research

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

swz30