| NIR-assisted Video Enhancement via Unpaired 24-hour Data | Jan 1, 2023 | Video Enhancement | CodeCode Available | 0 | 5 |
| Patch-Wise Spatial-Temporal Quality Enhancement for HEVC Compressed Video | Jul 8, 2021 | QuantizationVideo Enhancement | CodeCode Available | 0 | 5 |
| PMQ-VE: Progressive Multi-Frame Quantization for Video Enhancement | May 18, 2025 | QuantizationVideo Enhancement | CodeCode Available | 0 | 5 |
| Remote Heart Rate Measurement from Highly Compressed Facial Videos: an End-to-end Deep Learning Solution with Video Enhancement | Jul 27, 2019 | Heart rate estimationPhotoplethysmography (PPG) heart rate estimation | CodeCode Available | 0 | 5 |
| UnDIVE: Generalized Underwater Video Enhancement Using Generative Priors | Nov 8, 2024 | DenoisingDescriptive | CodeCode Available | 0 | 5 |
| LU2Net: A Lightweight Network for Real-time Underwater Image Enhancement | Jun 21, 2024 | Image EnhancementObject Tracking | —Unverified | 0 | 0 |
| VNVC: A Versatile Neural Video Coding Framework for Efficient Human-Machine Vision | Jun 19, 2023 | DecoderMotion Compensation | —Unverified | 0 | 0 |
| BVI-RLV: A Fully Registered Dataset and Benchmarks for Low-Light Video Enhancement | Jul 3, 2024 | MambaState Space Models | —Unverified | 0 | 0 |
| A Survey on Super Resolution for video Enhancement Using GAN | Dec 27, 2023 | SSIMSuper-Resolution | —Unverified | 0 | 0 |
| A Spatio-temporal Aligned SUNet Model for Low-light Video Enhancement | Mar 4, 2024 | SSIMVideo Enhancement | —Unverified | 0 | 0 |
| VESR-Net: The Winning Solution to Youku Video Enhancement and Super-Resolution Challenge | Mar 4, 2020 | Super-ResolutionVideo Enhancement | —Unverified | 0 | 0 |
| Multi-Frame Quality Enhancement On Compressed Video Using Quantised Data of Deep Belief Networks | Jan 27, 2022 | Video Enhancement | —Unverified | 0 | 0 |
| Multi-Stage Generative Upscaler: Reconstructing Football Broadcast Images via Diffusion Models | Mar 14, 2025 | Image ReconstructionSports Analytics | —Unverified | 0 | 0 |
| Multi-task Video Enhancement for Dental Interventions | Oct 25, 2022 | Video EnhancementVideo Restoration | —Unverified | 0 | 0 |
| Video Decomposition Prior: A Methodology to Decompose Videos into Layers | Dec 6, 2024 | Semantic SegmentationVideo Editing | —Unverified | 0 | 0 |
| Video Enhancement of People Wearing Polarized Glasses: Darkening Reversal and Reflection Reduction | Jun 1, 2013 | General ClassificationVideo Enhancement | —Unverified | 0 | 0 |
| Intra-and-Inter-Constraint-based Video Enhancement based on Piecewise Tone Mapping | Feb 21, 2015 | Tone MappingVideo Enhancement | —Unverified | 0 | 0 |
| Geometric-Aware Low-Light Image and Video Enhancement via Depth Guidance | Dec 26, 2023 | Video Enhancement | —Unverified | 0 | 0 |
| From Sim-to-Real: Toward General Event-based Low-light Frame Interpolation with Per-scene Optimization | Jun 12, 2024 | Motion GenerationVideo Enhancement | —Unverified | 0 | 0 |
| NTIRE 2023 Quality Assessment of Video Enhancement Challenge | Jul 19, 2023 | DeblurringImage Restoration | —Unverified | 0 | 0 |
| Fast Unsupervised Tensor Restoration via Low-rank Deconvolution | Jun 15, 2024 | DenoisingImage Denoising | —Unverified | 0 | 0 |
| Optimizing 4D Lookup Table for Low-light Video Enhancement via Wavelet Priori | Sep 13, 2024 | Video Enhancement | —Unverified | 0 | 0 |
| An Efficient Recurrent Adversarial Framework for Unsupervised Real-Time Video Enhancement | Dec 24, 2020 | Video Enhancement | —Unverified | 0 | 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 | 0 |
| Plug-and-Play Versatile Compressed Video Enhancement | Jan 1, 2025 | Cloud ComputingVideo Compression | —Unverified | 0 | 0 |
| Fast and Accurate: Video Enhancement using Sparse Depth | Mar 15, 2021 | DeblurringDenoising | —Unverified | 0 | 0 |
| Prediction-assistant Frame Super-Resolution for Video Streaming | Mar 17, 2021 | PredictionSuper-Resolution | —Unverified | 0 | 0 |
| Real-time Audio Video Enhancement \ a Microphone Array and Headphones | Mar 2, 2023 | Face DetectionSpeech Enhancement | —Unverified | 0 | 0 |
| Real-Time Neural Video Recovery and Enhancement on Mobile Devices | Jul 22, 2023 | Super-ResolutionVideo Enhancement | —Unverified | 0 | 0 |
| Real-Time Video Super-Resolution by Joint Local Inference and Global Parameter Estimation | May 6, 2021 | Denoisingparameter estimation | —Unverified | 0 | 0 |
| ReBotNet: Fast Real-time Video Enhancement | Mar 23, 2023 | DecoderVideo Enhancement | —Unverified | 0 | 0 |
| ReFIn: A Refinement Approach for Video Frame Interpolation | Oct 19, 2021 | Optical Flow EstimationVideo Enhancement | —Unverified | 0 | 0 |
| Region-Based Temporally Consistent Video Post-Processing | Jun 1, 2015 | Video Enhancement | —Unverified | 0 | 0 |
| AdaEnlight: Energy-aware Low-light Video Stream Enhancement on Mobile Devices | Nov 29, 2022 | Video Enhancement | —Unverified | 0 | 0 |
| RMT-BVQA: Recurrent Memory Transformer-based Blind Video Quality Assessment for Enhanced Video Content | May 14, 2024 | Contrastive LearningVideo Enhancement | —Unverified | 0 | 0 |
| SALVE: Self-supervised Adaptive Low-light Video Enhancement | Dec 22, 2022 | Image EnhancementLow-Light Image Enhancement | —Unverified | 0 | 0 |
| SB-VQA: A Stack-Based Video Quality Assessment Framework for Video Enhancement | May 15, 2023 | Video EnhancementVideo Quality Assessment | —Unverified | 0 | 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 | 0 |
| EventAid: Benchmarking Event-aided Image/Video Enhancement Algorithms with Real-captured Hybrid Dataset | Dec 13, 2023 | BenchmarkingDeblurring | —Unverified | 0 | 0 |
| Enhancing Underexposed Photos using Perceptually Bidirectional Similarity | Jul 25, 2019 | Video Enhancement | —Unverified | 0 | 0 |
| Enhancement or Super-Resolution: Learning-based Adaptive Video Streaming with Client-Side Video Processing | Jan 20, 2022 | Deep Reinforcement LearningSuper-Resolution | —Unverified | 0 | 0 |
| Divide-and-Conquer Adversarial Learning for High-Resolution Image and Video Enhancement | Oct 23, 2019 | Generative Adversarial NetworkVideo Enhancement | —Unverified | 0 | 0 |
| Towards a General-Purpose Zero-Shot Synthetic Low-Light Image and Video Pipeline | Apr 16, 2025 | object-detectionObject Detection | —Unverified | 0 | 0 |
| Diagnosing and Preventing Instabilities in Recurrent Video Processing | Oct 10, 2020 | DenoisingDiagnostic | —Unverified | 0 | 0 |
| DeepRemaster: Temporal Source-Reference Attention Networks for Comprehensive Video Enhancement | Sep 18, 2020 | ColorizationDiversity | —Unverified | 0 | 0 |
| Towards Transparent Application of Machine Learning in Video Processing | May 26, 2021 | BIG-bench Machine LearningVideo Compression | —Unverified | 0 | 0 |
| Super-Resolution Generative Adversarial Networks based Video Enhancement | May 14, 2025 | Generative Adversarial NetworkImage Enhancement | —Unverified | 0 | 0 |
| Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review | Mar 7, 2022 | Anomaly DetectionAutonomous Vehicles | —Unverified | 0 | 0 |
| Learning to See Moving Objects in the Dark | Oct 1, 2019 | MiscellaneousVideo Enhancement | —Unverified | 0 | 0 |
| Learnt Deep Hyperparameter selection in Adversarial Training for compressed video enhancement with perceptual critic | Feb 28, 2023 | feature selectionVideo Enhancement | —Unverified | 0 | 0 |
