Trending repositories for topic image-denoising
:fire: :fire: :fire: A paper list of some recent Computer Vision(CV) works
SwinIR: Image Restoration Using Swin Transformer (official repository)
The state-of-the-art image restoration model without nonlinear activation functions.
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision
Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)
The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
:fire: :fire: :fire: A paper list of some recent Computer Vision(CV) works
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
SwinIR: Image Restoration Using Swin Transformer (official repository)
The state-of-the-art image restoration model without nonlinear activation functions.
A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision
Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)
The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
:fire: :fire: :fire: A paper list of some recent Computer Vision(CV) works
SwinIR: Image Restoration Using Swin Transformer (official repository)
A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision
The state-of-the-art image restoration model without nonlinear activation functions.
The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".
[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
A Flexible and Unified Image Restoration Framework (PyTorch), including state-of-the-art image restoration model. Such as NAFNet, Restormer, MPRNet, MIMO-UNet, SCUNet, SwinIR, HINet, etc. ⭐⭐⭐⭐⭐⭐
PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
Collection of popular and reproducible image denoising works.
A Collection of Papers and Codes for ECCV2024/ECCV2020 Low Level Vision
Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)
Official Code for ICCV 2021 paper "Towards Flexible Blind JPEG Artifacts Removal (FBCNN)"
[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".
:fire: :fire: :fire: A paper list of some recent Computer Vision(CV) works
A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision
A Flexible and Unified Image Restoration Framework (PyTorch), including state-of-the-art image restoration model. Such as NAFNet, Restormer, MPRNet, MIMO-UNet, SCUNet, SwinIR, HINet, etc. ⭐⭐⭐⭐⭐⭐
PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.
The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".
A Collection of Papers and Codes for ECCV2024/ECCV2020 Low Level Vision
The state-of-the-art image restoration model without nonlinear activation functions.
SwinIR: Image Restoration Using Swin Transformer (official repository)
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
Official Code for ICCV 2021 paper "Towards Flexible Blind JPEG Artifacts Removal (FBCNN)"
Collection of popular and reproducible image denoising works.
[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".
:fire: :fire: :fire: A paper list of some recent Computer Vision(CV) works
SwinIR: Image Restoration Using Swin Transformer (official repository)
The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".
The state-of-the-art image restoration model without nonlinear activation functions.
A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision
:fire: :fire: :fire: A paper list of some recent Computer Vision(CV) works
[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)
Collection of popular and reproducible image denoising works.
A Collection of Papers and Codes for ECCV2024/ECCV2020 Low Level Vision
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
A Flexible and Unified Image Restoration Framework (PyTorch), including state-of-the-art image restoration model. Such as NAFNet, Restormer, MPRNet, MIMO-UNet, SCUNet, SwinIR, HINet, etc. ⭐⭐⭐⭐⭐⭐
Official Code for ICCV 2021 paper "Towards Flexible Blind JPEG Artifacts Removal (FBCNN)"
[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-...
[ECCV2024] DualDn: Dual-domain Denoising via Differentiable ISP. :star::triumph::star::skull: SOTA model for real-image denoising. :skull: Both in terms of denoising performance and generalization a...
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)
[ECCV2024] DualDn: Dual-domain Denoising via Differentiable ISP. :star::triumph::star::skull: SOTA model for real-image denoising. :skull: Both in terms of denoising performance and generalization a...
The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision
PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.
A Collection of Papers and Codes for ECCV2024/ECCV2020 Low Level Vision
The state-of-the-art image restoration model without nonlinear activation functions.
Essential program for Webtoon creators and translation groups. Image stitcher, splitter, denoiser, upscaler, and watermarking tool.
Use deep Convolutional Neural Networks (CNNs) with PyTorch, including investigating DnCNN and U-net architectures
A Flexible and Unified Image Restoration Framework (PyTorch), including state-of-the-art image restoration model. Such as NAFNet, Restormer, MPRNet, MIMO-UNet, SCUNet, SwinIR, HINet, etc. ⭐⭐⭐⭐⭐⭐
SwinIR: Image Restoration Using Swin Transformer (official repository)
[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".
Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)
Official implementation of the paper "CVF-SID: Cyclic multi-Variate Function for Self-Supervised Image Denoising by Disentangling Noise from Image" (CVPR 2022)
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
A Collection of Low Level Vision Research Groups
[ECCV2024] DualDn: Dual-domain Denoising via Differentiable ISP. :star::triumph::star::skull: SOTA model for real-image denoising. :skull: Both in terms of denoising performance and generalization a...
:fire: :fire: :fire: A paper list of some recent Computer Vision(CV) works
SwinIR: Image Restoration Using Swin Transformer (official repository)
The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".
A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision
The state-of-the-art image restoration model without nonlinear activation functions.
[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
A Collection of Papers and Codes for ECCV2024/ECCV2020 Low Level Vision
PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".
Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
Collection of popular and reproducible image denoising works.
A Collection of Low Level Vision Research Groups
[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-...
[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement
Official Code for ICCV 2021 paper "Towards Flexible Blind JPEG Artifacts Removal (FBCNN)"
[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.
[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis
[CVPR 2023] Masked Image Training for Generalizable Deep Image Denoising https://arxiv.org/abs/2303.13132
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
A Collection of Low Level Vision Research Groups
The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".
A Collection of Papers and Codes for ECCV2024/ECCV2020 Low Level Vision
A Collection of Papers and Codes for CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision
[ECCV 2022 & T-PAMI 2024] Multiple Look-Up Tables for Efficient Image Restoration
PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.
Denoising framework for SAR images (Synthetic Aperture Radar) based on the FFDNet. Final project of MVA course "Remote sensing data: from sensor to large-scale geospatial data exploitation"
[CVPR 2023] Masked Image Training for Generalizable Deep Image Denoising https://arxiv.org/abs/2303.13132
The state-of-the-art image restoration model without nonlinear activation functions.
Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)
Essential program for Webtoon creators and translation groups. Image stitcher, splitter, denoiser, upscaler, and watermarking tool.
ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration
