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40 search results found

Swinir ⭐ 4,024

SwinIR: Image Restoration Using Swin Transformer (official repository)

Nafnet ⭐ 1,742

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

Restormer ⭐ 1,150

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

Mprnet ⭐ 1,018

[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.

Awesome Cvpr2021 Cvpr2020 Low Level Vision ⭐ 526

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

Daclip Uir ⭐ 441

PyTorch code for "Controlling Vision-Language Models for Universal Image Restoration", ICLR 2024.

[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.

Cycleisp ⭐ 364

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

Illumination Adaptive Transformer ⭐ 359

[BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-processing.

Swin2sr ⭐ 303

Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 1.8 M runs https://replicate.com/mv-lab/swin2sr

Promptir ⭐ 215

PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]

Image denoising using deep CNN with batch renormalization(Neural Networks,2020)

Awesome Iccv2023 Low Level Vision ⭐ 158

A Collection of Papers and Codes in ICCV2023/2021 about low level vision

[CVPR2023] Blur Interpolation Transformer for Real-World Motion from Blur

Awesome Eccv2022 Low Level Vision ⭐ 141

A Collection of Papers and Codes in ECCV2022 about low level vision

Awesome Eccv2020 Low Level Vision ⭐ 134

A Collection of Papers and Codes for ECCV2020 Low Level Vision or Image Reconstruction

CVPR2019 (oral) Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers (AdaFM). PyTorch implementation

AI Image SIgnal Processing and Computational Photography - Bokeh Rendering @ NTIRE CVPR 2023, AIM 2022 Reversed ISP Challenge @ ECCV, Model-Based Image Signal Processors via Learnable Dictionaries (AAAI 22)

Maxim Pytorch ⭐ 117

[CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo: https://github.com/google-research/maxim

Mirnetv2 ⭐ 113

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

[CVPR 2022--Oral, Best paper Finalist] Burst Image Restoration and Enhancement. SOTA for Burst Super-resolution, Low-light Burst Image Enhancement, Burst Image De-noising

Lowlevelvision ⭐ 69

Cie_xyz_net ⭐ 68

PyTorch & Matlab code for the paper: CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks (TPAMI 2021).

Transweather ⭐ 65

Pytorch Code for the paper TransWeather - CVPR 2022

Two Stage Knowledge For Multiple Adverse Weather Removal ⭐ 65

[CVPR 2022] Learning Multiple Adverse Weather Removal via Two-stage Knowledge Learning and Multi-contrastive Regularization: Toward a Unified Model

Code and dataset for Single Underwater Image Restoration by Contrastive Learning, IGARSS 2021, oral.

(ECCV 2020) Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration

Iccv2021 Single Image Desnowing Hdcwnet ⭐ 49

This paper is accepted by ICCV 2021.

Awesome Low Level Vision Research Groups ⭐ 46

A Collection of Low Level Vision Research Groups

[CVPR'23] Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior

Ntire23 Rtsr ⭐ 39

CVPR NTIRE 2023 Challenge on Real-Time Super-Resolution

Awesome Aaai2023 Low Level Vision ⭐ 35

A Collection of Papers and Codes in AAAI2022 related to Low-Level Vision

KBNet: Kernel Basis Network for Image Restoration

[CVPR 2022] Unofficial repository for "MAXIM: Multi-Axis MLP for Image Processing". Official repo: https://github.com/google-research/maxim

This is the official testing code of the baseline method presented at the CVPR 2023 NTIRE Real-Time 4K Super-Resolution Challenge. We provide model and pre-trained checkpoints.

Fasterdip Devil In Upsampling ⭐ 12

[ICCV2023] The Devil is in the upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior

Official implementation of the CVPR'23 Paper "ABCD : Arbitrary Bitwise Coefficient for De-quantization"

Awesome Neurips2023 Low Level Vision ⭐ 12

A Collection of Papers and Codes in NeurIPS2022/2021 related to Low-Level Vision

Official PyTorch implementation of "PMAA: A Progressive Multi-scale Attention Autoencoder Model for High-Performance Cloud Removal from Multi-temporal Satellite Imagery" (ECAI 2023).

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