Revisiting Event-Based Video Frame Interpolation

Jiaben Chen,Yichen Zhu,Dongze Lian,Jiaqi Yang,Yifu Wang,Renrui Zhang,Xinhang Liu,Shenhan Qian,Laurent Kneip,Shenghua Gao,Jiaben Chen,Yichen Zhu,Dongze Lian,Jiaqi Yang,Yifu Wang,Renrui Zhang,Xinhang Liu,Shenhan Qian,Laurent Kneip,Shenghua Gao

Dynamic vision sensors or event cameras provide rich complementary information for video frame interpolation. Existing state-of-the-art methods follow the paradigm of combining both synthesis-based and warping networks. However, few of those methods fully respect the intrinsic characteristics of events streams. Given that event cameras only encode intensity changes and polarity rather than color i...