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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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2025) vom: 26. Sept.
Auteur principal: Luo, Xinglong (Auteur)
Autres auteurs: Luo, Ao, Luo, Kunming, Wang, Zhengning, Tan, Ping, Zeng, Bing, Liu, Shuaicheng
Format: Article en ligne
Langue:English
Publié: 2025
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article