---
# System prepended metadata

title: Video Quality Enhancement

---

## Slides
[Image Enhancement in Spatial Domain](https://www.ecb.torontomu.ca/~courses/ele882/slides/Lecture%2003.pdf)
[Bilateral Filtering](https://staff.fnwi.uva.nl/r.vandenboomgaard/IPCV20172018/LectureNotes/IP/LocalOperators/bilateralfilter.html)
[Gaussian Filtering](https://www.cs.auckland.ac.nz/courses/compsci373s1c/PatricesLectures/Gaussian%20Filtering_1up.pdf)
## SOTA papers

[[AAAI'20] Spatio-Temporal Deformable Convolution for Compressed Video Quality Enhancement](https://aaai.org/papers/10696-spatio-temporal-deformable-convolution-for-compressed-video-quality-enhancement/) [[Code](https://github.com/ryanxingql/stdf-pytorch)]
[[SPL'22] Coarse-to-Fine Spatio-Temporal Information Fusion for Compressed Video Quality Enhancement](https://ieeexplore.ieee.org/document/9699019) [[Code](https://github.com/xiaomingxige/CF-STIF)]
[[ICASSP'22] Deformable Convolution Dense Network for Compressed Video Quality Enhancement](https://ieeexplore.ieee.org/document/9747116)
[[ICASSP'23] A Spatio-Temporal Decomposition Network for Compressed Video Quality Enhancement](https://ieeexplore.ieee.org/abstract/document/10097006)
[[TOM'23] Spatio-Temporal Detail Information Retrieval for Compressed Video Quality Enhancement](https://ieeexplore.ieee.org/document/9919404) [[Code]](https://github.com/xiaomingxige/STDR)
[[TBC'23] OVQE: Omniscient Network for Compressed Video Quality Enhancement](https://ieeexplore.ieee.org/document/9908169) [[Code]](https://github.com/pengliuhan/OVQE)
[[TBC'24] End-to-End Transformer for Compressed Video Quality Enhancement](https://ieeexplore.ieee.org/abstract/document/10332936)
[[TOM'24] Blind Quality Enhancement for Compressed Video](https://ieeexplore.ieee.org/document/10343127)
[[TCSVT'24 - under review] Joint Reference Frame Synthesis and Post Filter Enhancement for Versatile Video Coding](https://arxiv.org/pdf/2404.18058)
[[SPL'24] Compressed Video Quality Enhancement With Temporal Group Alignment and Fusion](https://ieeexplore.ieee.org/document/10555432)[[Code](https://github.com/QZ1-boy/TGAF)]
[[SPL'24] Multi-Swin Transformer Based Spatio-Temporal Information Exploration for Compressed Video Quality Enhancement](https://ieeexplore.ieee.org/document/10599772)
[[WCSP'24] STDF-DSCS: A Lightweight Scheme for Compressed Video Quality Enhancement](https://ieeexplore.ieee.org/document/10827532)
[[EAAI'25] A novel deep learning-based approach for video quality enhancement](https://www.sciencedirect.com/science/article/abs/pii/S0952197625001186)
[[CVPR'25] RivuletMLP: An MLP-based Architecture for Efficient Compressed Video Quality Enhancement](https://openaccess.thecvf.com/content/CVPR2025/papers/He_RivuletMLP_An_MLP-based_Architecture_for_Efficient_Compressed_Video_Quality_Enhancement_CVPR_2025_paper.pdf)
[[CVPR'25] Plug-and-Play Versatile Compressed Video Enhancement](https://arxiv.org/pdf/2504.15380)
[[CVPR'25] Event-based Video Super-Resolution via State Space Models](https://openaccess.thecvf.com/content/CVPR2025/papers/Xiao_Event-based_Video_Super-Resolution_via_State_Space_Models_CVPR_2025_paper.pdf)
[[DSP'25] Multi-scale compression artifact attention-driven compressed video quality enhancement](https://www.sciencedirect.com/science/article/abs/pii/S1051200425002404)
[[JS'25] A compressed video quality enhancement algorithm based on CNN and transformer hybrid network](https://link.springer.com/article/10.1007/s11227-024-06654-0)
[[AAAI'25] Multi-Frame Deformable Look-Up Table for Compressed Video Quality Enhancement](https://ojs.aaai.org/index.php/AAAI/article/view/32351)

:::danger
**Use this [Google Drive link](https://drive.google.com/drive/u/0/folders/1XL_7BJUhAM4bL6AoyAplnyD8NOScL_jy) to read and download all of the papers.**
:::



