27 citations · 137 across the 13 of their papers we have counts for
14 papers
MultiMediate'23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions
Philipp Müller, Michal Balazia, Tobias Baur +9
Automatic analysis of human behaviour is a fundamental prerequisite for the creation of machines that can effectively interact with- and support humans in social interactions. In M…
Backchannel Detection and Agreement Estimation from Video with Transformer Networks
Ahmed Amer, Chirag Bhuvaneshwara, Gowtham K. Addluri +3
Listeners use short interjections, so-called backchannels, to signify attention or express agreement. The automatic analysis of this behavior is of key importance for human convers…
Multimodal Vision Transformers with Forced Attention for Behavior Analysis
Tanay Agrawal, Michal Balazia, Philipp Müller +1
Human behavior understanding requires looking at minute details in the large context of a scene containing multiple input modalities. It is necessary as it allows the design of mor…
MultiMediate '22: Backchannel Detection and Agreement Estimation in Group Interactions
Philipp Müller, Michael Dietz, Dominik Schiller +5
Backchannels, i.e. short interjections of the listener, serve important meta-conversational purposes like signifying attention or indicating agreement. Despite their key role, auto…
Gaze-enhanced Crossmodal Embeddings for Emotion Recognition
Ahmed Abdou, Ekta Sood, Philipp Müller +1
Emotional expressions are inherently multimodal -- integrating facial behavior, speech, and gaze -- but their automatic recognition is often limited to a single modality, e.g. spee…
Multimodal Integration of Human-Like Attention in Visual Question Answering
Ekta Sood, Fabian Kögel, Philipp Müller +3
Human-like attention as a supervisory signal to guide neural attention has shown significant promise but is currently limited to uni-modal integration - even for inherently multimo…