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neural-global-shutter

Neural Global Shutter: Learn to Restore Video from a Rolling Shutter Camera with Global Reset Feature
CVPR, 2022

paper | project website | dataset

Introduction

Abbreviation: RS→rolling shutter; GS→global shutter; RSGR→rolling shutter with global reset

• We offer an alternative and new solution for RS rectification by turning the rectification problem into a deblur-like one with RSGR, a widely ignored feature of RS sensors.
• We propse a method to restore clean video from RSGR inputs by eliminating the spatial-varying distortions.
• We collect a dataset with paired RSGR and GS videos under real scenes for developing and evaluating algorithms.

Updates

• 2022/03/11: We make the RSGR-GS dataset public available.

Citation

If you find this project useful in your research, please consider cite:

@inproceedings{Wang_2022_CVPR,
author = {Wang, Zhixiang and Ji, Xiang and Huang, Jia-Bin and Satoh, Shin'ichi and Zhou, Xiao and Zheng, Yinqiang},
title = {Neural Global Shutter: Learn to Restore Video from a Rolling Shutter Camera with Global Reset Feature},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2022}
}

Contact

If you have any questions, please contact wangzx1994 -a-t- gmail.com or yqzheng -a-t ai.u-tokyo.ac.jp

License