A curated list of resources for Image and Video Deblurring
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- Single-Image-Blind-Motion-Deblurring (non-DL)
- Single-Image-Blind-Motion-Deblurring (DL)
- Non-Blind-Deblurring
- (Multi-image/Video)-Motion-Deblurring
- Other Closely Related Works
- Defocus Deblurring and Potential Datasets
- Benchmark Datasets on Motion Deblurring
Year | Pub | Paper | Repo |
---|---|---|---|
2013 | TOG | A No-Reference Metric for Evaluating The Quality of Motion Deblurring | Code & Project Page |
2018 | CVPR | Learning to extract a video sequence from a single motion-blurred image | |
2019 | CVPR | Bringing a Blurry Frame Alive at High Frame-Rate With an Event Camera | Code |
2019 | CVPR | Learning to Extract Flawless Slow Motion From Blurry Videos | Code |
2019 | CVPR | Learning to Synthesize Motion Blur | Code, Project page |
2019 | CVPR | World from blur | |
2019 | ICCV | FAB: A Robust Facial Landmark Detection Framework for Motion-Blurred Videos | Code |
2019 | ICCV | Visual Deprojection: Probabilistic Recovery of Collapsed Dimensions | |
2020 | CVPR-W | Photosequencing of Motion Blur using Short and Long Exposures | Project Page |
2020 | ACM-MM | Every Moment Matters: Detail-Aware Networks to Bring a Blurry Image Alive | |
2020 | NIPS | Watch out! Motion is Blurring Blurring the Vision of Your Deep Neural Networks | Code |
Year | Pub | Paper | Repo |
---|---|---|---|
2009 | CVPR | Understanding and evaluating blind deconvolution algorithms | Dataset |
2012 | ECCV | Recording and playback of camera shake: benchmarking blind deconvolution with a real-world database | Dataset |
2013 | ICCP | Edge-based blur kernel estimation using patch priors | Dataset |
2016 | CVPR | A Comparative Study for Single Image Blind Deblurring | Dataset |
2017 | CVPR (GOPRO) | Deep multi-scale convolutional neural network for dynamic scene deblurring | Dataset |
2017 | CVPR | Deep Video Deblurring for Hand-Held Cameras | Dataset |
2019 | CVPR (Stereo Blur Dataset) | Stereo Deblurring With View Aggregation | Dataset |
2019 | CVPR_W (REDS) | NTIRE 2019 Challenge on Video Deblurring and Super-Resolution: Dataset and Study | Dataset |
2019 | ICCV (HIDE) | Human-Aware Motion Deblurring | Dataset |
2020 | CVPR | Deblurring by Realistic Blurring | Dataset |
2020 | CVPR | Learning Event-Based Motion Deblurring | |
2020 | ECCV | Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms | Code & Dataset |
Abbreviations:
- DL -> Deep Learning
- non-DL -> non-Deep Learning