| 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 |
