| Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel | Aug 11, 2017 | DeblurringOptical Flow Estimation | —Unverified | 0 |
| Down-Scaling with Learned Kernels in Multi-Scale Deep Neural Networks for Non-Uniform Single Image Deblurring | Mar 25, 2019 | DeblurringImage Deblurring | —Unverified | 0 |
| Dynamic Scene Deblurring using a Locally Adaptive Linear Blur Model | Mar 14, 2016 | DeblurringOptical Flow Estimation | —Unverified | 0 |
| Dynamic Scene Video Deblurring using Non-Local Attention | Jan 1, 2022 | DeblurringVideo Deblurring | —Unverified | 0 |
| Spatio-temporal Transformer Network for Video Restoration | Sep 1, 2018 | DeblurringOptical Flow Estimation | —Unverified | 0 |
| Exploring Temporal Frequency Spectrum in Deep Video Deblurring | Jan 1, 2023 | DeblurringVideo Deblurring | —Unverified | 0 |
| Face Video Deblurring Using 3D Facial Priors | Oct 1, 2019 | 3D Face ReconstructionDeblurring | —Unverified | 0 |
| NFResNet: Multi-scale and U-shaped Networks for Deblurring | Dec 12, 2022 | DeblurringImage Deblurring | —Unverified | 0 |
| VDPI: Video Deblurring with Pseudo-inverse Modeling | Sep 1, 2024 | DeblurringDeep Learning | —Unverified | 0 |
| NTIRE 2020 Challenge on Image and Video Deblurring | May 4, 2020 | DeblurringImage Deblurring | —Unverified | 0 |
| Occlusion-Aware Video Deblurring with a New Layered Blur Model | Nov 29, 2016 | DeblurringObject | —Unverified | 0 |
| Online Video Deblurring via Dynamic Temporal Blending Network | Apr 11, 2017 | DeblurringVideo Deblurring | —Unverified | 0 |
| ARVo: Learning All-Range Volumetric Correspondence for Video Deblurring | Mar 7, 2021 | AllDeblurring | —Unverified | 0 |
| Pay Attention to Hidden States for Video Deblurring: Ping-Pong Recurrent Neural Networks and Selective Non-Local Attention | Mar 30, 2022 | DeblurringVideo Deblurring | —Unverified | 0 |
| Prior-enlightened and Motion-robust Video Deblurring | Mar 25, 2020 | DeblurringVideo Deblurring | —Unverified | 0 |
| Pyramid Architecture Search for Real-Time Image Deblurring | Jan 1, 2021 | BinarizationDeblurring | —Unverified | 0 |
| Pyramid Feature Alignment Network for Video Deblurring | Mar 28, 2022 | DeblurringMotion Estimation | —Unverified | 0 |
| VJT: A Video Transformer on Joint Tasks of Deblurring, Low-light Enhancement and Denoising | Jan 26, 2024 | DeblurringDenoising | —Unverified | 0 |
| Recurrence-in-Recurrence Networks for Video Deblurring | Mar 12, 2022 | DeblurringVideo Deblurring | —Unverified | 0 |
| Recurrent Neural Networks With Intra-Frame Iterations for Video Deblurring | Jun 1, 2019 | DeblurringVideo Deblurring | —Unverified | 0 |
| Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image | Jul 6, 2023 | DeblurringImage Deblurring | —Unverified | 0 |
| Adaptive High-Pass Kernel Prediction for Efficient Video Deblurring | Dec 2, 2024 | DeblurringVideo Deblurring | CodeCode Available | 0 |
| ViStripformer: A Token-Efficient Transformer for Versatile Video Restoration | Dec 22, 2023 | DeblurringRain Removal | CodeCode Available | 0 |
| Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal Training | Nov 18, 2019 | DeblurringImage Deblurring | CodeCode Available | 0 |
| Quantile-Based Randomized Kaczmarz for Corrupted Tensor Linear Systems | Mar 23, 2025 | DeblurringImage Reconstruction | CodeCode Available | 0 |
| Deep Video Deblurring | Nov 25, 2016 | DeblurringImage Deblurring | CodeCode Available | 0 |
| DAVIDE: Depth-Aware Video Deblurring | Sep 2, 2024 | DeblurringVideo Deblurring | CodeCode Available | 0 |
| Deep Video Deblurring for Hand-Held Cameras | Jul 1, 2017 | DeblurringImage Deblurring | CodeCode Available | 0 |
| Adversarial Spatio-Temporal Learning for Video Deblurring | Mar 28, 2018 | DeblurringGenerative Adversarial Network | CodeCode Available | 0 |
| Deep Video Deblurring: The Devil is in the Details | Sep 26, 2019 | DeblurringVideo Deblurring | CodeCode Available | 0 |
| Spatio-Temporal Filter Adaptive Network for Video Deblurring | Apr 28, 2019 | DeblurringImage Deblurring | CodeCode Available | 0 |
| Continuous Facial Motion Deblurring | Jul 14, 2022 | DeblurringImage Deblurring | CodeCode Available | 0 |
| Video Deblurring by Sharpness Prior Detection and Edge Information | Jan 21, 2025 | Autonomous DrivingDeblurring | CodeCode Available | 0 |
| DaBiT: Depth and Blur informed Transformer for Joint Refocusing and Super-Resolution | Jul 1, 2024 | DeblurringSuper-Resolution | CodeCode Available | 0 |
