Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets

In this article, we explore the correlation between people trajectories and their head orientations. We argue that people trajectory and head pose forecasting can be modelled as a joint problem. Recent approaches on trajectory forecasting leverage short-term trajectories (aka tracklets) of pedestria...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 43(2021), 4 vom: 31. Apr., Seite 1267-1278
1. Verfasser: Hasan, Irtiza (VerfasserIn)
Weitere Verfasser: Setti, Francesco, Tsesmelis, Theodore, Belagiannis, Vasileios, Amin, Sikandar, Del Bue, Alessio, Cristani, Marco, Galasso, Fabio
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't