| 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 |
