Jan 11, 2021 · To best examine student visual engagement in the classroom, we conducted a study utilizing the audiovisual recordings of classes at a secondary school.

Nov 12, 2021 · Abstract: Student engagement is a key component of learning and teaching, resulting in a plethora of automated methods to measure it.

We discuss applications of our work for automating data analysis of classroom videos for research on student engagement and instruction pedagogy, but not for ...

Oct 22, 2024 · Student engagement is a key component of learning and teaching, resulting in a plethora of automated methods to measure it.

VIVO · Multimodal Engagement Analysis From Facial Videos in the Classroom Journal Article uri icon. Best Open Access.

We learned deep embeddings for attentional and affective features by training Attention-Net for head pose estimation and Affect-Net for facial expression ...

This work collected audiovisual recordings of secondary school classes over a one and a half month period, acquired continuous engagement labeling per student ...

Sep 11, 2024 · The best performing engagement classifiers achieved AUCs of .620 and .720 in Grades 8 and 12, respectively. We further investigated fusion ...

Nov 12, 2021 · This paper addresses temporal patterns in affect classification performance in the context of an infant-robot interaction, where infants' ...

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Posted: Jul 31, 2023