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34 search results found

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

[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

Pytorch implementation of Structure-Preserving Super Resolution with Gradient Guidance (CVPR 2020 & TPAMI 2021)

Mirnet Tfjs ⭐ 307

TensorFlow JS models for MIRNet for low-light💡 image enhancement

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

Contrast Enhancement Techniques for low-light images

Deep Iterative Collaboration ⭐ 230

Pytorch implementation of Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation (CVPR 2020)

Retinexnet ⭐ 217

A Tensorflow implementation of RetinexNet

Towards Flexible Blind JPEG Artifacts Removal (FBCNN, ICCV 2021)

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

Awesome Eccv2020 Low Level Vision ⭐ 134

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

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

Code and data for the research paper "A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement" (Submitted to IEEE Transactions on Cybernetics)

Modular and scalable computational imaging in Python with GPU/out-of-core computing.

The pytorch implementation of the paper "text-guided neural image inpainting" at MM'2020 (oral)

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

Tensorflow implementation of MIRNet for Low-light image enhancement

Restore Anything Pipeline (RAP): Segment Anything Meets Image Restoration

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

[ICLR 2023] Selective Frequency Network for Image Restoration

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

Official PyTorch implementation for the CVPR 2023 paper: Visibility Constrained Wide-band Illumination Spectrum Design for Seeing-in-the-Dark

Lightfieldreconstruction ⭐ 28

High-Dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction

Content-aware Scalable Deep Compressed Sensing (TIP 2022) [PyTorch]

Deep Atrous Guided Filter ⭐ 16

Deep Atrous Guided Filter for Image Restoration in Under Display Cameras (UDC Challenge, ECCV 2020).

Fasterdip Devil In Upsampling ⭐ 12

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

Low Light Image Enhancement Tutorial ⭐ 11

Small demo of MIRNet for low-light image enhancement using TensorFlow.

Deep Physics-Guided Unrolling Generalization for Compressed Sensing (IJCV 2023) [PyTorch]

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1-34 of 34 search results

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