| EDVR: Video Restoration with Enhanced Deformable Convolutional Networks | May 7, 2019 | DeblurringSuper-Resolution | CodeCode Available | 1 |
| NNVISR: Bring Neural Network Video Interpolation and Super Resolution into Video Processing Framework | Aug 6, 2023 | DenoisingSuper-Resolution | CodeCode Available | 1 |
| FastLLVE: Real-Time Low-Light Video Enhancement with Intensity-Aware Lookup Table | Aug 13, 2023 | Video Enhancement | CodeCode Available | 1 |
| Dancing in the Dark: A Benchmark towards General Low-light Video Enhancement | Jan 1, 2023 | Video Enhancement | CodeCode Available | 1 |
| Binarized Low-light Raw Video Enhancement | Mar 29, 2024 | DenoisingVideo 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 |
| Light-VQA+: A Video Quality Assessment Model for Exposure Correction with Vision-Language Guidance | May 6, 2024 | Exposure CorrectionVideo Enhancement | CodeCode Available | 1 |
| NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Dataset and Study | Apr 21, 2021 | Video Enhancement | CodeCode Available | 1 |
| Implicit View-Time Interpolation of Stereo Videos using Multi-Plane Disparities and Non-Uniform Coordinates | Mar 30, 2023 | DecoderNovel View Synthesis | CodeCode Available | 1 |
| Blurry Video Frame Interpolation | Feb 27, 2020 | DeblurringVideo Enhancement | CodeCode Available | 1 |
| Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement | Oct 3, 2021 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 |
| DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting | Nov 19, 2021 | DeblurringVideo Enhancement | CodeCode Available | 1 |
| Fast Unsupervised Tensor Restoration via Low-rank Deconvolution | Jun 15, 2024 | DenoisingImage Denoising | —Unverified | 0 |
| Fast and Accurate: Video Enhancement using Sparse Depth | Mar 15, 2021 | DeblurringDenoising | —Unverified | 0 |
| EvLight++: Low-Light Video Enhancement with an Event Camera: A Large-Scale Real-World Dataset, Novel Method, and More | Aug 29, 2024 | Depth Estimationfeature selection | —Unverified | 0 |
| Low-Light Video Enhancement with Synthetic Event Guidance | Aug 23, 2022 | Autonomous DrivingImage Enhancement | —Unverified | 0 |
| EventAid: Benchmarking Event-aided Image/Video Enhancement Algorithms with Real-captured Hybrid Dataset | Dec 13, 2023 | BenchmarkingDeblurring | —Unverified | 0 |
| Enhancing Underexposed Photos using Perceptually Bidirectional Similarity | Jul 25, 2019 | Video Enhancement | —Unverified | 0 |
| Long Scale Error Control in Low Light Image and Video Enhancement Using Equivariance | Jun 2, 2022 | QuantizationVideo 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 |
| A Survey on Super Resolution for video Enhancement Using GAN | Dec 27, 2023 | SSIMSuper-Resolution | —Unverified | 0 |
| LU2Net: A Lightweight Network for Real-time Underwater Image Enhancement | Jun 21, 2024 | Image EnhancementObject Tracking | —Unverified | 0 |
| Leveraging Video Coding Knowledge for Deep Video Enhancement | Feb 27, 2023 | Video CompressionVideo 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 |
| Learning to See Moving Objects in the Dark | Oct 1, 2019 | MiscellaneousVideo Enhancement | —Unverified | 0 |
