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Author

A. A. Salah

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Book Open access Oct 2026

SQUAD: A Unified Framework for 3D Dyadic Scene Understanding with Applications to Visual Focus of Attention and Object Use

Social dyads are rich in nonverbal behavior. Particularly in parent-child interactions involving toys, the analysis of coordinated behavior can be used to assess the child’s development, and the relation between the two interactants. Estimating nonverbal cues in such naturalistic settings using automated, camera-based...

Berfu Karaca, Niilo V. Valtakari, A. A. Salah et al. · 0 citations
Book Open access Oct 2026

SMART Challenge Series: Context-Aware Student Engagement Detection Challenge

The Context-Aware Student Engagement Detection (CASED) Challenge introduces a benchmark for estimating student engagement from short online lecture clips by integrating behavioral cues with instructor activity and lecture context. CASED contains 8,472 ten-second clips from 72 students, with a participant-independent sp...

Hanan Salam, Gulshan Sharma, Jia-Lin Li et al. · 0 citations

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