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Play with Me – Measuring a Child’s Engagement in a Social Interaction
Published on Jul 02, 20151309 Views
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Chapter list
Play with Me - Measuring a Child’s Engagement in a Social Interaction00:00
Computational Behaviour Analysis in Social Interactions - Challenges00:22
Applications01:16
Autism Spectrum Disorders (ASD)01:37
Motivation - 102:26
Motivation - 202:51
Joint Attention02:53
Joint Engagement03:53
Related Work04:30
Computational Approach to Engagement Prediction05:58
Multimodal Dyadic Behaviour Dataset (MMDB) [7]06:56
Example from MMDB dataset - Challenges in automatic extraction of high-level features (head pose)08:04
Investigation of low-level features08:41
Investigation of low-level features using MMDB09:23
Proposed two-stage algorithm for engagement prediction09:57
Computing Behaviour Words10:57
SVM feature computation11:49
Experiments and Results - MMDB12:16
Experiments and Results – J-HMDB13:02
Summary13:36
Thank you14:16