BlinkFlow: A Dataset to Push the Limits of Event-Based Optical Flow Estimation
Yijin Li,Zhaoyang Huang,Shuo Chen,Xiaoyu Shi,Hongsheng Li,Hujun Bao,Zhaopeng Cui,Guofeng Zhang,Yijin Li,Zhaoyang Huang,Shuo Chen,Xiaoyu Shi,Hongsheng Li,Hujun Bao,Zhaopeng Cui,Guofeng Zhang
Event cameras provide high temporal precision, low data rates, and high dynamic range visual perception, which are well-suited for optical flow estimation. While data-driven optical flow estimation has obtained great success in RGB cameras, its generalization performance is seriously hindered in event cameras mainly due to the limited and biased training data. In this paper, we present a novel sim...
