| LU2Net: A Lightweight Network for Real-time Underwater Image Enhancement | Jun 21, 2024 | Image EnhancementObject Tracking | —Unverified | 0 |
| Fast Unsupervised Tensor Restoration via Low-rank Deconvolution | Jun 15, 2024 | DenoisingImage Denoising | —Unverified | 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 |
| Low-Light Video Enhancement via Spatial-Temporal Consistent Decomposition | May 24, 2024 | DecoderVideo Enhancement | —Unverified | 0 |
| Illumination Histogram Consistency Metric for Quantitative Assessment of Video Sequences | May 15, 2024 | Video Enhancement | CodeCode Available | 0 |
| RMT-BVQA: Recurrent Memory Transformer-based Blind Video Quality Assessment for Enhanced Video Content | May 14, 2024 | Contrastive LearningVideo Enhancement | —Unverified | 0 |
| A Spatio-temporal Aligned SUNet Model for Low-light Video Enhancement | Mar 4, 2024 | SSIMVideo Enhancement | —Unverified | 0 |
| Learning Exposure Correction in Dynamic Scenes | Feb 27, 2024 | Exposure CorrectionVideo Enhancement | CodeCode Available | 0 |
| BVI-Lowlight: Fully Registered Benchmark Dataset for Low-Light Video Enhancement | Feb 3, 2024 | Video Enhancement | CodeCode Available | 0 |
| A Survey on Super Resolution for video Enhancement Using GAN | Dec 27, 2023 | SSIMSuper-Resolution | —Unverified | 0 |
| Geometric-Aware Low-Light Image and Video Enhancement via Depth Guidance | Dec 26, 2023 | Video Enhancement | —Unverified | 0 |
| EventAid: Benchmarking Event-aided Image/Video Enhancement Algorithms with Real-captured Hybrid Dataset | Dec 13, 2023 | BenchmarkingDeblurring | —Unverified | 0 |
| Real-Time Neural Video Recovery and Enhancement on Mobile Devices | Jul 22, 2023 | Super-ResolutionVideo Enhancement | —Unverified | 0 |
| NTIRE 2023 Quality Assessment of Video Enhancement Challenge | Jul 19, 2023 | DeblurringImage Restoration | —Unverified | 0 |
| VNVC: A Versatile Neural Video Coding Framework for Efficient Human-Machine Vision | Jun 19, 2023 | DecoderMotion Compensation | —Unverified | 0 |
| Neural Image Re-Exposure | May 23, 2023 | DeblurringDecoder | CodeCode Available | 0 |
| SB-VQA: A Stack-Based Video Quality Assessment Framework for Video Enhancement | May 15, 2023 | Video EnhancementVideo Quality Assessment | —Unverified | 0 |
| Joint tone mapping and denoising of thermal infrared images via multi-scale Retinex and multi-task learning | May 1, 2023 | DenoisingMulti-Task Learning | —Unverified | 0 |
| Unlocking Masked Autoencoders as Loss Function for Image and Video Restoration | Mar 29, 2023 | DenoisingImage Denoising | —Unverified | 0 |
| ReBotNet: Fast Real-time Video Enhancement | Mar 23, 2023 | DecoderVideo Enhancement | —Unverified | 0 |
| Real-time Audio Video Enhancement \ a Microphone Array and Headphones | Mar 2, 2023 | Face DetectionSpeech Enhancement | —Unverified | 0 |
| Learnt Deep Hyperparameter selection in Adversarial Training for compressed video enhancement with perceptual critic | Feb 28, 2023 | feature selectionVideo Enhancement | —Unverified | 0 |
| Leveraging Video Coding Knowledge for Deep Video Enhancement | Feb 27, 2023 | Video CompressionVideo Enhancement | —Unverified | 0 |
| DarkVision: A Benchmark for Low-light Image/Video Perception | Jan 16, 2023 | Autonomous DrivingImage Enhancement | —Unverified | 0 |
| NIR-assisted Video Enhancement via Unpaired 24-hour Data | Jan 1, 2023 | Video Enhancement | CodeCode Available | 0 |
| SALVE: Self-supervised Adaptive Low-light Video Enhancement | Dec 22, 2022 | Image EnhancementLow-Light Image Enhancement | —Unverified | 0 |
| Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond | Dec 21, 2022 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 0 |
| AdaEnlight: Energy-aware Low-light Video Stream Enhancement on Mobile Devices | Nov 29, 2022 | Video Enhancement | —Unverified | 0 |
| Multi-task Video Enhancement for Dental Interventions | Oct 25, 2022 | Video EnhancementVideo Restoration | —Unverified | 0 |
| Low Light Video Enhancement by Learning on Static Videos with Cross-Frame Attention | Oct 9, 2022 | Video Enhancement | CodeCode Available | 0 |
| Low-Light Video Enhancement with Synthetic Event Guidance | Aug 23, 2022 | Autonomous DrivingImage Enhancement | —Unverified | 0 |
| Long Scale Error Control in Low Light Image and Video Enhancement Using Equivariance | Jun 2, 2022 | QuantizationVideo Enhancement | —Unverified | 0 |
| Low-light Image and Video Enhancement via Selective Manipulation of Chromaticity | Mar 9, 2022 | Video Enhancement | —Unverified | 0 |
| Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review | Mar 7, 2022 | Anomaly DetectionAutonomous Vehicles | —Unverified | 0 |
| Multi-Frame Quality Enhancement On Compressed Video Using Quantised Data of Deep Belief Networks | Jan 27, 2022 | Video Enhancement | —Unverified | 0 |
| Enhancement or Super-Resolution: Learning-based Adaptive Video Streaming with Client-Side Video Processing | Jan 20, 2022 | Deep Reinforcement LearningSuper-Resolution | —Unverified | 0 |
| ReFIn: A Refinement Approach for Video Frame Interpolation | Oct 19, 2021 | Optical Flow EstimationVideo Enhancement | —Unverified | 0 |
| Patch-Wise Spatial-Temporal Quality Enhancement for HEVC Compressed Video | Jul 8, 2021 | QuantizationVideo Enhancement | CodeCode Available | 0 |
| Towards Transparent Application of Machine Learning in Video Processing | May 26, 2021 | BIG-bench Machine LearningVideo Compression | —Unverified | 0 |
| Real-Time Video Super-Resolution by Joint Local Inference and Global Parameter Estimation | May 6, 2021 | Denoisingparameter estimation | —Unverified | 0 |
| Prediction-assistant Frame Super-Resolution for Video Streaming | Mar 17, 2021 | PredictionSuper-Resolution | —Unverified | 0 |
| Fast and Accurate: Video Enhancement using Sparse Depth | Mar 15, 2021 | DeblurringDenoising | —Unverified | 0 |
| Learning for Unconstrained Space-Time Video Super-Resolution | Feb 25, 2021 | Optical Flow EstimationSpace-time Video Super-resolution | —Unverified | 0 |
| An Efficient Recurrent Adversarial Framework for Unsupervised Real-Time Video Enhancement | Dec 24, 2020 | Video Enhancement | —Unverified | 0 |
| Learnable Sampling 3D Convolution for Video Enhancement and Action Recognition | Nov 22, 2020 | Action RecognitionDenoising | —Unverified | 0 |
| CVEGAN: A Perceptually-inspired GAN for Compressed Video Enhancement | Nov 18, 2020 | Generative Adversarial NetworkVideo Compression | CodeCode Available | 0 |
| Diagnosing and Preventing Instabilities in Recurrent Video Processing | Oct 10, 2020 | DenoisingDiagnostic | —Unverified | 0 |
| DeepRemaster: Temporal Source-Reference Attention Networks for Comprehensive Video Enhancement | Sep 18, 2020 | ColorizationDiversity | —Unverified | 0 |
| VESR-Net: The Winning Solution to Youku Video Enhancement and Super-Resolution Challenge | Mar 4, 2020 | Super-ResolutionVideo Enhancement | —Unverified | 0 |
| Divide-and-Conquer Adversarial Learning for High-Resolution Image and Video Enhancement | Oct 23, 2019 | Generative Adversarial NetworkVideo Enhancement | —Unverified | 0 |
