#Low-level-vision
Showing 26 of 26 repositories tagged #low-level-vision, ranked by stars
a cross-platform image super-resolution tool
SwinIR: Image Restoration Using Swin Transformer (official repository)
A Collection of Papers and Codes for CVPR2026/CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.
[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.
[ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr
AI Image Signal Processing and Computational Photography. Official library for NTIRE (CVPR) and AIM (ICCV/ECCV) Challenges. You will find Learned ISPs, RAW Restoration-Upsampling-Reconstruction, Image Enhancement, Bokeh rendering and more!
[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis
Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018)
A Collection of Papers and Codes for ECCV2026/ECCV2024/ECCV2020 Low Level Vision
[CVPR2023] Blur Interpolation Transformer for Real-World Motion from Blur
A Collection of Low Level Vision Research Groups
ABME AdaFNIO AMT BiM-VFI BiT CBBD CDFI CtxSyn DBVI DC-BVFI DQBC DRVI DvP EAFI EBME EDC EDEN EDENVFI EDSC EMA-VFI FGDCN FILM FLAVR GIMM-VFI HFD HiFI H-VFI IFRNet InterpAny-Clearer IQ-VFI JNMR LADDER M2M MA-GCSPA MoMo PerVFI RIFE RN-VFI SepConv SoftSplat SSR ST-MFNet Swin-VFI TDPNet TLB-VFI TTVFI UGFI UPR-Net VFIformer VFIFT VFIMamba VFIT VRT XVFI
[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment
(ECCV 2020) Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration
The official codebase for the Real-Time Video Super-Resolution Challenge in Mobile AI (MAI) Workshop@ CVPR 2022 & Advances in Image Manipulation (AIM) Workshop @ ECCV 2022
core for Final2x
Code and dataset for Single Underwater Image Restoration by Contrastive Learning, IGARSS 2021, oral.
ππ [UPDATING] Low-light image enhancement inference code collections, including DRBN,SGM,EnlightenGAN, ZeroDCE,ZeroDCE++,DALE,DSLR,ReLLIE,RUAS now.
[ECCV 2022] Official repository of DeMFI.
Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)
PyTorch & Matlab code for the paper: CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks (TPAMI 2021).
γACM MM 2025γCross Paradigm Representation and Alignment Transformer for Image Deraining
[WACV 2024] - Reference-based Restoration of Digitized Analog Videotapes