22 citations · 39 across the 3 of their papers we have counts for
4 papers
Multimodal Engagement Analysis from Facial Videos in the Classroom
Ömer Sümer, Patricia Goldberg, Sidney D'Mello +3
Student engagement is a key construct for learning and teaching. While most of the literature explored the student engagement analysis on computer-based settings, this paper extend…
Automated Anonymisation of Visual and Audio Data in Classroom Studies
Ömer Sümer, Peter Gerjets, Ulrich Trautwein +1
Understanding students' and teachers' verbal and non-verbal behaviours during instruction may help infer valuable information regarding the quality of teaching. In education resear…
Attention Flow: End-to-End Joint Attention Estimation
Ömer Sümer, Peter Gerjets, Ulrich Trautwein +1
This paper addresses the problem of understanding joint attention in third-person social scene videos. Joint attention is the shared gaze behaviour of two or more individuals on an…
Teacher's Perception in the Classroom
Ömer Sümer, Patricia Goldberg, Kathleen Stürmer +4
The ability for a teacher to engage all students in active learning processes in classroom constitutes a crucial prerequisite for enhancing students achievement. Teachers' attentio…