JOADAA: joint online action detection and action anticipation

no code implementations • 12 Sep 2023 • Mohammed Guermal, Francois Bremond, Rui Dai, Abid Ali

By combining action anticipation and online action detection, our approach can cover the missing dependencies of future information in online action detection.

Action Anticipation Online Action Detection

MultiMediate'23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions

no code implementations • 16 Aug 2023 • Philipp Müller, Michal Balazia, Tobias Baur, Michael Dietz, Alexander Heimerl, Dominik Schiller, Mohammed Guermal, Dominike Thomas, François Brémond, Jan Alexandersson, Elisabeth André, Andreas Bulling

This paper describes the MultiMediate'23 challenge and presents novel sets of annotations for both tasks.

THORN: Temporal Human-Object Relation Network for Action Recognition

no code implementations • 20 Apr 2022 • Mohammed Guermal, Rui Dai, Francois Bremond

In this work, we present an end-to-end network: THORN, that can leverage important human-object and object-object interactions to predict actions.

Action Recognition Human-Object Interaction Detection +3