| DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting | Nov 19, 2021 | DeblurringVideo Enhancement | CodeCode Available | 1 |
| Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement | Oct 3, 2021 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 |
| Learning Temporal Consistency for Low Light Video Enhancement From Single Images | Jun 19, 2021 | Optical Flow EstimationVideo Enhancement | CodeCode Available | 1 |
| NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Dataset and Study | Apr 21, 2021 | Video Enhancement | CodeCode Available | 1 |
| Low-Light Image and Video Enhancement Using Deep Learning: A Survey | Apr 21, 2021 | Face DetectionImage Enhancement | CodeCode Available | 1 |
| STAR: A Structure-Aware Lightweight Transformer for Real-Time Image Enhancement | Jan 1, 2021 | Color ConstancyImage Enhancement | CodeCode Available | 1 |
| Seeing Dynamic Scene in the Dark: A High-Quality Video Dataset With Mechatronic Alignment | Jan 1, 2021 | Low-Light Image EnhancementVideo Enhancement | CodeCode Available | 1 |
| Spatio-temporal deformable convolution for compressed video quality enhancement | Apr 3, 2020 | Video EnhancementVideo Restoration | CodeCode Available | 1 |
| Space-Time-Aware Multi-Resolution Video Enhancement | Mar 30, 2020 | Super-ResolutionVideo Enhancement | CodeCode Available | 1 |
| Blurry Video Frame Interpolation | Feb 27, 2020 | DeblurringVideo Enhancement | CodeCode Available | 1 |
| EDVR: Video Restoration with Enhanced Deformable Convolutional Networks | May 7, 2019 | DeblurringSuper-Resolution | CodeCode Available | 1 |
| Video Enhancement with Task-Oriented Flow | Nov 24, 2017 | DenoisingMotion Estimation | CodeCode Available | 1 |
| PMQ-VE: Progressive Multi-Frame Quantization for Video Enhancement | May 18, 2025 | QuantizationVideo Enhancement | CodeCode Available | 0 |
| Super-Resolution Generative Adversarial Networks based Video Enhancement | May 14, 2025 | Generative Adversarial NetworkImage Enhancement | —Unverified | 0 |
| From Events to Enhancement: A Survey on Event-Based Imaging Technologies | Apr 30, 2025 | Video Enhancement | CodeCode Available | 0 |
| Towards a General-Purpose Zero-Shot Synthetic Low-Light Image and Video Pipeline | Apr 16, 2025 | object-detectionObject Detection | —Unverified | 0 |
| Zero-TIG: Temporal Consistency-Aware Zero-Shot Illumination-Guided Low-light Video Enhancement | Mar 14, 2025 | DenoisingImage Denoising | CodeCode Available | 0 |
| Multi-Stage Generative Upscaler: Reconstructing Football Broadcast Images via Diffusion Models | Mar 14, 2025 | Image ReconstructionSports Analytics | —Unverified | 0 |
| Plug-and-Play Versatile Compressed Video Enhancement | Jan 1, 2025 | Cloud ComputingVideo Compression | —Unverified | 0 |
| Video Decomposition Prior: A Methodology to Decompose Videos into Layers | Dec 6, 2024 | Semantic SegmentationVideo Editing | —Unverified | 0 |
| UnDIVE: Generalized Underwater Video Enhancement Using Generative Priors | Nov 8, 2024 | DenoisingDescriptive | CodeCode Available | 0 |
| Optimizing 4D Lookup Table for Low-light Video Enhancement via Wavelet Priori | Sep 13, 2024 | Video Enhancement | —Unverified | 0 |
| EvLight++: Low-Light Video Enhancement with an Event Camera: A Large-Scale Real-World Dataset, Novel Method, and More | Aug 29, 2024 | Depth Estimationfeature selection | —Unverified | 0 |
| PIV3CAMS: a multi-camera dataset for multiple computer vision problems and its application to novel view-point synthesis | Jul 26, 2024 | Video Enhancement | —Unverified | 0 |
| BVI-RLV: A Fully Registered Dataset and Benchmarks for Low-Light Video Enhancement | Jul 3, 2024 | MambaState Space Models | —Unverified | 0 |
