| Low-Light Video Enhancement with Synthetic Event Guidance | Aug 23, 2022 | Autonomous DrivingImage Enhancement | —Unverified | 0 |
| LU2Net: A Lightweight Network for Real-time Underwater Image Enhancement | Jun 21, 2024 | Image EnhancementObject Tracking | —Unverified | 0 |
| VNVC: A Versatile Neural Video Coding Framework for Efficient Human-Machine Vision | Jun 19, 2023 | DecoderMotion Compensation | —Unverified | 0 |
| Multi-Frame Quality Enhancement On Compressed Video Using Quantised Data of Deep Belief Networks | Jan 27, 2022 | Video Enhancement | —Unverified | 0 |
| Multi-Stage Generative Upscaler: Reconstructing Football Broadcast Images via Diffusion Models | Mar 14, 2025 | Image ReconstructionSports Analytics | —Unverified | 0 |
| Multi-task Video Enhancement for Dental Interventions | Oct 25, 2022 | Video EnhancementVideo Restoration | —Unverified | 0 |
| NTIRE 2023 Quality Assessment of Video Enhancement Challenge | Jul 19, 2023 | DeblurringImage Restoration | —Unverified | 0 |
| Optimizing 4D Lookup Table for Low-light Video Enhancement via Wavelet Priori | Sep 13, 2024 | Video Enhancement | —Unverified | 0 |
| RMT-BVQA: Recurrent Memory Transformer-based Blind Video Quality Assessment for Enhanced Video Content | May 14, 2024 | Contrastive LearningVideo Enhancement | —Unverified | 0 |
| SALVE: Self-supervised Adaptive Low-light Video Enhancement | Dec 22, 2022 | Image EnhancementLow-Light Image Enhancement | —Unverified | 0 |
| SB-VQA: A Stack-Based Video Quality Assessment Framework for Video Enhancement | May 15, 2023 | Video EnhancementVideo Quality Assessment | —Unverified | 0 |
| Towards a General-Purpose Zero-Shot Synthetic Low-Light Image and Video Pipeline | Apr 16, 2025 | object-detectionObject Detection | —Unverified | 0 |
| Towards Transparent Application of Machine Learning in Video Processing | May 26, 2021 | BIG-bench Machine LearningVideo Compression | —Unverified | 0 |
| Unlocking Masked Autoencoders as Loss Function for Image and Video Restoration | Mar 29, 2023 | DenoisingImage Denoising | —Unverified | 0 |
| VESR-Net: The Winning Solution to Youku Video Enhancement and Super-Resolution Challenge | Mar 4, 2020 | Super-ResolutionVideo Enhancement | —Unverified | 0 |
| Video Decomposition Prior: A Methodology to Decompose Videos into Layers | Dec 6, 2024 | Semantic SegmentationVideo Editing | —Unverified | 0 |
| Video Enhancement of People Wearing Polarized Glasses: Darkening Reversal and Reflection Reduction | Jun 1, 2013 | General ClassificationVideo Enhancement | —Unverified | 0 |
| BVI-Lowlight: Fully Registered Benchmark Dataset for Low-Light Video Enhancement | Feb 3, 2024 | Video Enhancement | CodeCode Available | 0 |
| MFQE 2.0: A New Approach for Multi-frame Quality Enhancement on Compressed Video | Feb 26, 2019 | Video EnhancementVideo Restoration | CodeCode Available | 0 |
| MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Frame Interpolation and Enhancement | Oct 20, 2018 | Computational EfficiencyDenoising | CodeCode Available | 0 |
| Zero-TIG: Temporal Consistency-Aware Zero-Shot Illumination-Guided Low-light Video Enhancement | Mar 14, 2025 | DenoisingImage Denoising | CodeCode Available | 0 |
| UnDIVE: Generalized Underwater Video Enhancement Using Generative Priors | Nov 8, 2024 | DenoisingDescriptive | CodeCode Available | 0 |
| MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement | Oct 20, 2018 | Computational EfficiencyDenoising | CodeCode Available | 0 |
| From Events to Enhancement: A Survey on Event-Based Imaging Technologies | Apr 30, 2025 | Video Enhancement | CodeCode Available | 0 |
| Low Light Video Enhancement by Learning on Static Videos with Cross-Frame Attention | Oct 9, 2022 | Video Enhancement | CodeCode Available | 0 |
