TimeReplayer: Unlocking the Potential of Event Cameras for Video Interpolation

no code implementations • CVPR 2022 • Weihua He, Kaichao You, Zhendong Qiao, Xu Jia, Ziyang Zhang, Wenhui Wang, Huchuan Lu, Yaoyuan Wang, Jianxing Liao

Since event camera is a novel sensor, its potential has not been fulfilled due to the lack of processing algorithms.

Event-based vision

Motion Deblurring with Real Events

no code implementations • ICCV 2021 • Fang Xu, Lei Yu, Bishan Wang, Wen Yang, Gui-Song Xia, Xu Jia, Zhendong Qiao, Jianzhuang Liu

In this paper, we propose an end-to-end learning framework for event-based motion deblurring in a self-supervised manner, where real-world events are exploited to alleviate the performance degradation caused by data inconsistency.

Deblurring