z-bingo/awesome-image-denoising-state-of-the-art From Bin Zhang
At this stage, we mainly collect advanced video denoising algorithms, and everyone can pull requests or remind me of updates if you visit the latest work.
| Yers/Moth | Title | Publication | Open Source | Remarks |
|---|---|---|---|---|
| 2019 | DVDnet: A Fast Network for Deep Video Denoising | 2019 IEEE International Conference on Image Processing (ICIP) |  project |
|
| 2020 | Video Denoising by Combining Patch Search and CNNs | Journal of Mathematical Imaging and Vision | ||
| 2020 | Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and Video Denoising | IEEE Transactions on Image Processing | ||
| 8/2019 | TOFlow: Video Enhancement with Task-Oriented Flow | International Journal of Computer Vision | ||
| 2021 | MMFnet: Multiframe-to-Multiframe Network for Video Denoising | IEEE Trans. Multimedia/IEEE Transactions on Multimedia | ||
| 6/2019 | EDVR: Video Restoration With Enhanced Deformable Convolutional Networks | 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) | ||
| 7/2022 | FloRNN: Unidirectional Video Denoising by Mimicking Backward Recurrent Modules with Look-ahead Forward Ones | ECCV | ||
| 2/2022 | MANet: Improving Video Denoising with a Multi-Alignment Network | ICIP'2022 | ||
| 10/2021 | Patch Craft: Video Denoising by Deep Modeling and Patch Matching | 2021 IEEE/CVF International Conference on Computer Vision (ICCV) | ||
| 1/2020 | FITVNet: First image then video: A two-stage network for spatiotemporal video denoising | arXiv:2001.00346 | ||
| 9/2019 | DVDnet: A Fast Network for Deep Video Denoising | 2019 IEEE International Conference on Image Processing (ICIP) | ||
| 6/2021 | EMVD: Efficient Multi-Stage Video Denoising with Recurrent Spatio-Temporal Fusion | 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) | ||
| 9/2019 | A Non-Local CNN for Video Denoising | 2019 IEEE International Conference on Image Processing (ICIP) | ||
| 6/2020 | FastDVDnet: Towards Real-Time Deep Video Denoising Without Flow Estimation | 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) | ||
| 6/2019 | ViDeNN: Deep Blind Video Denoising | 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) | ||
| 10/2021 | UDVD: Unsupervised Deep Video Denoising | 2021 IEEE/CVF International Conference on Computer Vision (ICCV) | ||
| 12/2022 | Towards Real-World Video Denosing: A Practical Video Denosing Dataset and Network | arXiv:2207.01356 | ||
| 6/2020 | Supervised Raw Video Denoising With a Benchmark Dataset on Dynamic Scenes | 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) | ||
| 1/2021 | Self-supervised training for blind multi-frame video denoising | 2021 IEEE Winter Conference on Applications of Computer Vision (WACV) | ||
| 6/22 | ReMoNet: Recurrent Multi-Output Network for Efficient Video Denoising | Proceedings of the AAAI Conference on Artificial Intelligence | ||
| 7/2016 | Recursive non-local means filter for video denoising with Poisson-Gaussian noise | 2016 IEEE National Aerospace and Electronics Conference (NAECON) and Ohio Innovation Summit (OIS) | ||
| 10/2018 | Real- Time Video Denoising on Mobile Phones | 2018 25th IEEE International Conference on Image Processing (ICIP) | ||
| 7/2019 | Non-Local Video Denoising by CNN | 2019 IEEE International Conference on Image Processing (ICIP) | ||
| 6/2019 | Model-Blind Video Denoising via Frame-To-Frame Training | 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) | ||
| 9/2017 | Meshflow video denoising | 2017 IEEE International Conference on Image Processing (ICIP) | ||
| 4/2015 | Learning Deformable Kernels for Image and Video Denoising | arXiv:1904.06903 |
| Yers/Moth | Title | Publication | Open Source | Remarks |
|---|---|---|---|---|
| 2022 | Low-light Raw Video Denoising with a High-quality Realistic Motion Dataset | TMM2022 |  |
Not uploaded |
| 2022 | Towards Real-World Video Denosing: A Practical Video Denosing Dataset and Network | arxiv | local pdf | Not uploaded |
Possible additions:
- Video deblurring
- Video rain removal
- Video demisting