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82 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.

Deblurganv2 ⭐ 977

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

VRT: A Video Restoration Transformer (official repository)

[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.

Night Enhancement ⭐ 335

[ECCV2022] "Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression", https://arxiv.org/abs/2207.10564

Deraindrop ⭐ 325

Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018)

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

Ranksrgan ⭐ 244

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

Promptir ⭐ 215

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

Collaborative Distillation ⭐ 185

[CVPR'20] Collaborative Distillation for Ultra-Resolution Universal Style Transfer (PyTorch)

Maskeddenoising ⭐ 183

[CVPR 2023] Masked Image Training for Generalizable Deep Image Denoising https://arxiv.org/abs/2303.13132

Dc Shadownet Hard And Soft Shadow Removal ⭐ 183

[ICCV2021]"DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network", https://arxiv.org/abs/2207.10434

Fast Vqa And Fastervqa ⭐ 183

[ECCV2022, TPAMI2023] FAST-VQA, and its extended version FasterVQA.

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

Lesrcnn ⭐ 177

Lightweight Image Super-Resolution with Enhanced CNN (Knowledge-Based Systems,2020)

Awesome Iccv2023 Low Level Vision ⭐ 158

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

Q Bench ⭐ 155

①[ICLR2024 Spotlight] (GPT-4V/Gemini-Pro/Qwen-VL-Plus+16 OS MLLMs) A benchmark for multi-modality LLMs (MLLMs) on low-level vision and visual quality assessment.

Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset (CVPR'19)

[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

Ridcp_dehazing ⭐ 138

[CVPR 2023] | RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors

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)

Nighttime_dehaze ⭐ 121

[ACMMM2023] "Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution", https://arxiv.org/abs/2308.01738

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

Docdiff ⭐ 116

ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion Models. Also contains 1597 red seals in Chinese scenes, along with their corresponding binary masks.

Mirnetv2 ⭐ 113

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

Cfsrcnn ⭐ 109

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

[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

Deep Learning On Image Denoising An Overview ⭐ 81

Deep Learning on Image Denoising: An overview (Neural Networks, 2020)

Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)

Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)

Official PyTorch code and dataset of the paper "Local Color Distributions Prior for Image Enhancement" [ECCV2022]

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).

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

Transweather ⭐ 65

Pytorch Code for the paper TransWeather - CVPR 2022

Official repository of DeMFI (ECCV 2022).

Enhanced CNN for image denoising (CAAI Transactions on Intelligence Technology, 2019)

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

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

Video Frame Interpolation Rankings And Video Deblurring Rankings ⭐ 50

Rankings include: ABME AdaFNIO ALANET AMT BiT BVFI CDFI DBVI DeMFI DQBC DRVI EAFI EBME EDC EDENVFI EDSC EMA-VFI FGDCN FILM FLAVR H-VFI IFRNet JNMR MA-GCSPA NCM PRF RIFE SoftSplat ST-MFNet TDPNet TTVFI UGFI UPR-Net UTI-VFI VFIformer VFIT VIDUE VRT

Mmif Ddfm ⭐ 49

[ICCV 2023 Oral] Official implementation for "DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion."

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

Designing and Training of A Dual CNN for Image Denoising (Knowledge-based Systems, 2021)

Mai21 Learned Smartphone Isp ⭐ 43

The official codebase for the Learned Smartphone ISP Challenge in MAI @ CVPR 2021

Ntire23 Rtsr ⭐ 39

CVPR NTIRE 2023 Challenge on Real-Time Super-Resolution

Deflocnet ⭐ 38

The official pytorch code of DeFLOCNet: Deep Image Editing via Flexible Low-level Controls (CVPR2021)

Awesome Aaai2023 Low Level Vision ⭐ 35

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

Moire Removal via Attentive Fractal Network, CVPRW 2020

[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment

Analog Video Restoration ⭐ 24

[ACM MM 2022 - Demo] Restoration of Analog Videos Using Swin-UNet

KBNet: Kernel Basis Network for Image Restoration

Mai22 Real Time Video Sr ⭐ 21

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

Grayness Index ⭐ 21

MATLAB Implementation of CVPR 2019 paper <<On Finding Gray Pixels>>

A Simple Adaptive Unfolding Network for Hyperspectral Image Reconstruction

Bscv Dataset ⭐ 19

Official repository for the paper titled "Bitstream-corrupted Video Recovery: A Novel Benchmark Dataset and Method", accepted by NeurIPS 2023 Dataset and Benchmark Track

Trident Dehazing Network ⭐ 18

NTIRE 2020 NonHomogeneous Dehazing Challenge (CVPR Workshop 2020) 1st Solution.

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

[WACV 2024] - Reference-based Restoration of Digitized Analog Videotapes

Generative Adversarial Networks For Image Super Resolution A Survey ⭐ 16

Generative Adversarial Networks for Image Super-Resolution: A Survey

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.

Awesome Neurips2023 Low Level Vision ⭐ 12

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

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"

Official repository for the ECCV20 paper: " From Shadow Segmentation to Shadow Removal"

Textdiff ⭐ 11

Official code implementation of " TextDiff: Mask-Guided Residual Diffusion Models for Scene Text Image "

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

Sladehazing ⭐ 9

Self-supervised Learning and Adaptation for Single Image Dehazing (IJCAI-ECAI 2022 long presentation)

PyTorch implementation of Single image super-resolution based on directional variance attention network (Pattern Recognition2022)

Learning Continuous Implicit Representation For Near Periodic Patterns ⭐ 5

Official code for paper 'Learning Continuous Implicit Representation for Near-Periodic Patterns' (ECCV 2022)

Related Searches

Python Low Level Vision (27)

Image Restoration Low Level Vision (21)

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Pytorch Low Level Vision (17)

Image Denoising Low Level Vision (16)

Super Resolution Low Level Vision (16)

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