| 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 |
| Coherent Event Guided Low-Light Video Enhancement | Jan 1, 2023 | Video Enhancement | CodeCode Available | 1 |
| Video Object Segmentation-aware Video Frame Interpolation | Jan 1, 2023 | ObjectPose Estimation | CodeCode Available | 1 |
| NIR-assisted Video Enhancement via Unpaired 24-hour Data | Jan 1, 2023 | Video Enhancement | CodeCode Available | 0 |
| Dancing in the Dark: A Benchmark towards General Low-light Video Enhancement | Jan 1, 2023 | Video Enhancement | CodeCode Available | 1 |
| Compression-Aware Video Super-Resolution | Jan 1, 2023 | Model CompressionSuper-Resolution | CodeCode Available | 1 |
| Learning Spatiotemporal Frequency-Transformer for Low-Quality Video Super-Resolution | Dec 27, 2022 | Super-ResolutionVideo Enhancement | CodeCode Available | 1 |
| 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 |
| Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution | Aug 5, 2022 | Super-ResolutionVideo Enhancement | CodeCode Available | 1 |
| Towards Interpretable Video Super-Resolution via Alternating Optimization | Jul 21, 2022 | DeblurringSpace-time Video Super-resolution | CodeCode Available | 1 |
| Long Scale Error Control in Low Light Image and Video Enhancement Using Equivariance | Jun 2, 2022 | QuantizationVideo Enhancement | —Unverified | 0 |
| Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration | May 20, 2022 | DeblurringOptical Flow Estimation | CodeCode Available | 1 |
| Unifying Motion Deblurring and Frame Interpolation with Events | Mar 23, 2022 | DeblurringSelf-Supervised Learning | CodeCode Available | 1 |
| 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 |
| DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting | Nov 19, 2021 | DeblurringVideo Enhancement | CodeCode Available | 1 |
| ReFIn: A Refinement Approach for Video Frame Interpolation | Oct 19, 2021 | Optical Flow EstimationVideo Enhancement | —Unverified | 0 |
| Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement | Oct 3, 2021 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 |
| Patch-Wise Spatial-Temporal Quality Enhancement for HEVC Compressed Video | Jul 8, 2021 | QuantizationVideo Enhancement | CodeCode Available | 0 |
| Learning Temporal Consistency for Low Light Video Enhancement From Single Images | Jun 19, 2021 | Optical Flow EstimationVideo Enhancement | CodeCode Available | 1 |
| 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 |
| BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment | Apr 27, 2021 | Analog Video RestorationSnow Removal | CodeCode Available | 3 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| VESR-Net: The Winning Solution to Youku Video Enhancement and Super-Resolution Challenge | Mar 4, 2020 | Super-ResolutionVideo Enhancement | —Unverified | 0 |
| Blurry Video Frame Interpolation | Feb 27, 2020 | DeblurringVideo Enhancement | CodeCode Available | 1 |
| Divide-and-Conquer Adversarial Learning for High-Resolution Image and Video Enhancement | Oct 23, 2019 | Generative Adversarial NetworkVideo Enhancement | —Unverified | 0 |
| Learning to See Moving Objects in the Dark | Oct 1, 2019 | MiscellaneousVideo Enhancement | —Unverified | 0 |
| 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 |
