| PMQ-VE: Progressive Multi-Frame Quantization for Video Enhancement | May 18, 2025 | QuantizationVideo Enhancement | CodeCode Available | 0 |
| Super-Resolution Generative Adversarial Networks based Video Enhancement | May 14, 2025 | Generative Adversarial NetworkImage Enhancement | —Unverified | 0 |
| NTIRE 2025 Challenge on UGC Video Enhancement: Methods and Results | May 5, 2025 | Video Enhancement | CodeCode Available | 1 |
| From Events to Enhancement: A Survey on Event-Based Imaging Technologies | Apr 30, 2025 | Video Enhancement | CodeCode Available | 0 |
| Towards a General-Purpose Zero-Shot Synthetic Low-Light Image and Video Pipeline | Apr 16, 2025 | object-detectionObject Detection | —Unverified | 0 |
| Multi-Stage Generative Upscaler: Reconstructing Football Broadcast Images via Diffusion Models | Mar 14, 2025 | Image ReconstructionSports Analytics | —Unverified | 0 |
| Zero-TIG: Temporal Consistency-Aware Zero-Shot Illumination-Guided Low-light Video Enhancement | Mar 14, 2025 | DenoisingImage Denoising | CodeCode Available | 0 |
| Plug-and-Play Versatile Compressed Video Enhancement | Jan 1, 2025 | Cloud ComputingVideo Compression | —Unverified | 0 |
| Video Decomposition Prior: A Methodology to Decompose Videos into Layers | Dec 6, 2024 | Semantic SegmentationVideo Editing | —Unverified | 0 |
| UnDIVE: Generalized Underwater Video Enhancement Using Generative Priors | Nov 8, 2024 | DenoisingDescriptive | CodeCode Available | 0 |
| Optimizing 4D Lookup Table for Low-light Video Enhancement via Wavelet Priori | Sep 13, 2024 | Video Enhancement | —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 |
| Towards Real-world Event-guided Low-light Video Enhancement and Deblurring | Aug 27, 2024 | DeblurringVideo Enhancement | CodeCode Available | 2 |
| Unrolled Decomposed Unpaired Learning for Controllable Low-Light Video Enhancement | Aug 22, 2024 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 |
| PIV3CAMS: a multi-camera dataset for multiple computer vision problems and its application to novel view-point synthesis | Jul 26, 2024 | Video Enhancement | —Unverified | 0 |
| Noise Calibration: Plug-and-play Content-Preserving Video Enhancement using Pre-trained Video Diffusion Models | Jul 14, 2024 | DenoisingVideo Enhancement | CodeCode Available | 2 |
| BVI-RLV: A Fully Registered Dataset and Benchmarks for Low-Light Video Enhancement | Jul 3, 2024 | MambaState Space Models | —Unverified | 0 |
| DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models | Jul 1, 2024 | DenoisingImage Restoration | CodeCode Available | 2 |
| LU2Net: A Lightweight Network for Real-time Underwater Image Enhancement | Jun 21, 2024 | Image EnhancementObject Tracking | —Unverified | 0 |
| Fast Unsupervised Tensor Restoration via Low-rank Deconvolution | Jun 15, 2024 | DenoisingImage Denoising | —Unverified | 0 |
| From Sim-to-Real: Toward General Event-based Low-light Frame Interpolation with Per-scene Optimization | Jun 12, 2024 | Motion GenerationVideo Enhancement | —Unverified | 0 |
| Low-Light Video Enhancement via Spatial-Temporal Consistent Decomposition | May 24, 2024 | DecoderVideo Enhancement | —Unverified | 0 |
| Illumination Histogram Consistency Metric for Quantitative Assessment of Video Sequences | May 15, 2024 | Video Enhancement | CodeCode Available | 0 |
| RMT-BVQA: Recurrent Memory Transformer-based Blind Video Quality Assessment for Enhanced Video Content | May 14, 2024 | Contrastive LearningVideo Enhancement | —Unverified | 0 |
| Light-VQA+: A Video Quality Assessment Model for Exposure Correction with Vision-Language Guidance | May 6, 2024 | Exposure CorrectionVideo Enhancement | CodeCode Available | 1 |
| UVEB: A Large-scale Benchmark and Baseline Towards Real-World Underwater Video Enhancement | Apr 22, 2024 | 4kImage Enhancement | CodeCode Available | 2 |
| Binarized Low-light Raw Video Enhancement | Mar 29, 2024 | DenoisingVideo Enhancement | CodeCode Available | 1 |
| End-To-End Underwater Video Enhancement: Dataset and Model | Mar 18, 2024 | Image EnhancementVideo Enhancement | CodeCode Available | 1 |
| A Spatio-temporal Aligned SUNet Model for Low-light Video Enhancement | Mar 4, 2024 | SSIMVideo Enhancement | —Unverified | 0 |
| Learning Exposure Correction in Dynamic Scenes | Feb 27, 2024 | Exposure CorrectionVideo Enhancement | CodeCode Available | 0 |
| BVI-Lowlight: Fully Registered Benchmark Dataset for Low-Light Video Enhancement | Feb 3, 2024 | Video Enhancement | CodeCode Available | 0 |
| Video Harmonization with Triplet Spatio-Temporal Variation Patterns | Jan 1, 2024 | TripletVideo Enhancement | CodeCode Available | 1 |
| A Survey on Super Resolution for video Enhancement Using GAN | Dec 27, 2023 | SSIMSuper-Resolution | —Unverified | 0 |
| Geometric-Aware Low-Light Image and Video Enhancement via Depth Guidance | Dec 26, 2023 | Video Enhancement | —Unverified | 0 |
| EventAid: Benchmarking Event-aided Image/Video Enhancement Algorithms with Real-captured Hybrid Dataset | Dec 13, 2023 | BenchmarkingDeblurring | —Unverified | 0 |
| FastLLVE: Real-Time Low-Light Video Enhancement with Intensity-Aware Lookup Table | Aug 13, 2023 | Video Enhancement | CodeCode Available | 1 |
| NNVISR: Bring Neural Network Video Interpolation and Super Resolution into Video Processing Framework | Aug 6, 2023 | DenoisingSuper-Resolution | CodeCode Available | 1 |
| Real-Time Neural Video Recovery and Enhancement on Mobile Devices | Jul 22, 2023 | Super-ResolutionVideo Enhancement | —Unverified | 0 |
| NTIRE 2023 Quality Assessment of Video Enhancement Challenge | Jul 19, 2023 | DeblurringImage Restoration | —Unverified | 0 |
| VNVC: A Versatile Neural Video Coding Framework for Efficient Human-Machine Vision | Jun 19, 2023 | DecoderMotion Compensation | —Unverified | 0 |
| Neural Image Re-Exposure | May 23, 2023 | DeblurringDecoder | CodeCode Available | 0 |
| Light-VQA: A Multi-Dimensional Quality Assessment Model for Low-Light Video Enhancement | May 16, 2023 | Video EnhancementVideo Quality Assessment | CodeCode Available | 1 |
| SB-VQA: A Stack-Based Video Quality Assessment Framework for Video Enhancement | May 15, 2023 | Video EnhancementVideo Quality Assessment | —Unverified | 0 |
| Joint tone mapping and denoising of thermal infrared images via multi-scale Retinex and multi-task learning | May 1, 2023 | DenoisingMulti-Task Learning | —Unverified | 0 |
| Implicit View-Time Interpolation of Stereo Videos using Multi-Plane Disparities and Non-Uniform Coordinates | Mar 30, 2023 | DecoderNovel View Synthesis | CodeCode Available | 1 |
| Unlocking Masked Autoencoders as Loss Function for Image and Video Restoration | Mar 29, 2023 | DenoisingImage Denoising | —Unverified | 0 |
| ReBotNet: Fast Real-time Video Enhancement | Mar 23, 2023 | DecoderVideo Enhancement | —Unverified | 0 |
| VDPVE: VQA Dataset for Perceptual Video Enhancement | Mar 16, 2023 | Deblurringvalid | CodeCode Available | 1 |
| Real-time Audio Video Enhancement \ a Microphone Array and Headphones | Mar 2, 2023 | Face DetectionSpeech 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 |
