| BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment | Apr 27, 2021 | Analog Video RestorationSnow Removal | CodeCode Available | 3 | 5 |
| Towards Real-world Event-guided Low-light Video Enhancement and Deblurring | Aug 27, 2024 | DeblurringVideo Enhancement | CodeCode Available | 2 | 5 |
| UVEB: A Large-scale Benchmark and Baseline Towards Real-World Underwater Video Enhancement | Apr 22, 2024 | 4kImage Enhancement | CodeCode Available | 2 | 5 |
| DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models | Jul 1, 2024 | DenoisingImage Restoration | CodeCode Available | 2 | 5 |
| Noise Calibration: Plug-and-play Content-Preserving Video Enhancement using Pre-trained Video Diffusion Models | Jul 14, 2024 | DenoisingVideo Enhancement | CodeCode Available | 2 | 5 |
| Unrolled Decomposed Unpaired Learning for Controllable Low-Light Video Enhancement | Aug 22, 2024 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 | 5 |
| Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration | May 20, 2022 | DeblurringOptical Flow Estimation | CodeCode Available | 1 | 5 |
| Coherent Event Guided Low-Light Video Enhancement | Jan 1, 2023 | Video Enhancement | CodeCode Available | 1 | 5 |
| NTIRE 2025 Challenge on UGC Video Enhancement: Methods and Results | May 5, 2025 | Video Enhancement | CodeCode Available | 1 | 5 |
| Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement | Oct 3, 2021 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 | 5 |
| STAR: A Structure-Aware Lightweight Transformer for Real-Time Image Enhancement | Jan 1, 2021 | Color ConstancyImage Enhancement | CodeCode Available | 1 | 5 |
| Compression-Aware Video Super-Resolution | Jan 1, 2023 | Model CompressionSuper-Resolution | CodeCode Available | 1 | 5 |
| FastLLVE: Real-Time Low-Light Video Enhancement with Intensity-Aware Lookup Table | Aug 13, 2023 | Video Enhancement | CodeCode Available | 1 | 5 |
| Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution | Aug 5, 2022 | Super-ResolutionVideo Enhancement | CodeCode Available | 1 | 5 |
| Learning Temporal Consistency for Low Light Video Enhancement From Single Images | Jun 19, 2021 | Optical Flow EstimationVideo Enhancement | CodeCode Available | 1 | 5 |
| Light-VQA+: A Video Quality Assessment Model for Exposure Correction with Vision-Language Guidance | May 6, 2024 | Exposure CorrectionVideo Enhancement | CodeCode Available | 1 | 5 |
| Video Object Segmentation-aware Video Frame Interpolation | Jan 1, 2023 | ObjectPose Estimation | CodeCode Available | 1 | 5 |
| Light-VQA: A Multi-Dimensional Quality Assessment Model for Low-Light Video Enhancement | May 16, 2023 | Video EnhancementVideo Quality Assessment | CodeCode Available | 1 | 5 |
| NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Dataset and Study | Apr 21, 2021 | Video Enhancement | CodeCode Available | 1 | 5 |
| Learning Spatiotemporal Frequency-Transformer for Low-Quality Video Super-Resolution | Dec 27, 2022 | Super-ResolutionVideo Enhancement | CodeCode Available | 1 | 5 |
| EDVR: Video Restoration with Enhanced Deformable Convolutional Networks | May 7, 2019 | DeblurringSuper-Resolution | CodeCode Available | 1 | 5 |
| 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 | 5 |
| End-To-End Underwater Video Enhancement: Dataset and Model | Mar 18, 2024 | Image EnhancementVideo Enhancement | CodeCode Available | 1 | 5 |
| Spatio-temporal deformable convolution for compressed video quality enhancement | Apr 3, 2020 | Video EnhancementVideo Restoration | CodeCode Available | 1 | 5 |
| VDPVE: VQA Dataset for Perceptual Video Enhancement | Mar 16, 2023 | Deblurringvalid | CodeCode Available | 1 | 5 |
| Towards Interpretable Video Super-Resolution via Alternating Optimization | Jul 21, 2022 | DeblurringSpace-time Video Super-resolution | CodeCode Available | 1 | 5 |
| NNVISR: Bring Neural Network Video Interpolation and Super Resolution into Video Processing Framework | Aug 6, 2023 | DenoisingSuper-Resolution | CodeCode Available | 1 | 5 |
| Binarized Low-light Raw Video Enhancement | Mar 29, 2024 | DenoisingVideo Enhancement | CodeCode Available | 1 | 5 |
| Dancing in the Dark: A Benchmark towards General Low-light Video Enhancement | Jan 1, 2023 | Video Enhancement | CodeCode Available | 1 | 5 |
| Unifying Motion Deblurring and Frame Interpolation with Events | Mar 23, 2022 | DeblurringSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Space-Time-Aware Multi-Resolution Video Enhancement | Mar 30, 2020 | Super-ResolutionVideo Enhancement | CodeCode Available | 1 | 5 |
| Video Enhancement with Task-Oriented Flow | Nov 24, 2017 | DenoisingMotion Estimation | CodeCode Available | 1 | 5 |
| Low-Light Image and Video Enhancement Using Deep Learning: A Survey | Apr 21, 2021 | Face DetectionImage Enhancement | CodeCode Available | 1 | 5 |
| Implicit View-Time Interpolation of Stereo Videos using Multi-Plane Disparities and Non-Uniform Coordinates | Mar 30, 2023 | DecoderNovel View Synthesis | CodeCode Available | 1 | 5 |
| Blurry Video Frame Interpolation | Feb 27, 2020 | DeblurringVideo Enhancement | CodeCode Available | 1 | 5 |
| Video Harmonization with Triplet Spatio-Temporal Variation Patterns | Jan 1, 2024 | TripletVideo Enhancement | CodeCode Available | 1 | 5 |
| DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting | Nov 19, 2021 | DeblurringVideo Enhancement | CodeCode Available | 1 | 5 |
| From Events to Enhancement: A Survey on Event-Based Imaging Technologies | Apr 30, 2025 | Video Enhancement | CodeCode Available | 0 | 5 |
| CVEGAN: A Perceptually-inspired GAN for Compressed Video Enhancement | Nov 18, 2020 | Generative Adversarial NetworkVideo Compression | CodeCode Available | 0 | 5 |
| UnDIVE: Generalized Underwater Video Enhancement Using Generative Priors | Nov 8, 2024 | DenoisingDescriptive | 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 |
| 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 |
| BVI-Lowlight: Fully Registered Benchmark Dataset for Low-Light Video Enhancement | Feb 3, 2024 | Video Enhancement | CodeCode Available | 0 | 5 |
| Learning Exposure Correction in Dynamic Scenes | Feb 27, 2024 | Exposure CorrectionVideo Enhancement | CodeCode Available | 0 | 5 |
| Neural Image Re-Exposure | May 23, 2023 | DeblurringDecoder | CodeCode Available | 0 | 5 |
| MFQE 2.0: A New Approach for Multi-frame Quality Enhancement on Compressed Video | Feb 26, 2019 | Video EnhancementVideo Restoration | CodeCode Available | 0 | 5 |
| Multi-Frame Quality Enhancement for Compressed Video | Mar 13, 2018 | Motion CompensationVideo Enhancement | CodeCode Available | 0 | 5 |
| NIR-assisted Video Enhancement via Unpaired 24-hour Data | Jan 1, 2023 | Video Enhancement | CodeCode Available | 0 | 5 |
| Illumination Histogram Consistency Metric for Quantitative Assessment of Video Sequences | May 15, 2024 | Video Enhancement | CodeCode Available | 0 | 5 |
