Learning Efficient Meshflow and Optical Flow from Event Cameras

In this paper, we explore the problem of event-based meshflow estimation, a novel task that involves predicting a spatially smooth sparse motion field from event cameras. To start, we review the state-of-the-art in event-based flow estimation, highlighting two key areas for further research: i) the...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2025) vom: 26. Sept.
1. Verfasser: Luo, Xinglong (VerfasserIn)
Weitere Verfasser: Luo, Ao, Luo, Kunming, Wang, Zhengning, Tan, Ping, Zeng, Bing, Liu, Shuaicheng
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2025
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article