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- Rehg, J. M. (author)
Decoding children's social behavior
- Article/chapterEnglish2013
Publisher, publication year, extent ...
- IEEE Computer Society,2013
- electronicrdacarrier
Numbers
- LIBRIS-ID:oai:DiVA.org:kth-139928
- https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-139928URI
- https://doi.org/10.1109/CVPR.2013.438DOI
Supplementary language notes
- Language:English
- Summary in:English
Part of subdatabase
- SwePubSwePub
Classification
Notes
- QC 20140117
- We introduce a new problem domain for activity recognition: the analysis of children's social and communicative behaviors based on video and audio data. We specifically target interactions between children aged 1-2 years and an adult. Such interactions arise naturally in the diagnosis and treatment of developmental disorders such as autism. We introduce a new publicly-available dataset containing over 160 sessions of a 3-5 minute child-adult interaction. In each session, the adult examiner followed a semi-structured play interaction protocol which was designed to elicit a broad range of social behaviors. We identify the key technical challenges in analyzing these behaviors, and describe methods for decoding the interactions. We present experimental results that demonstrate the potential of the dataset to drive interesting research questions, and show preliminary results for multi-modal activity recognition.
Subject headings and genre
- NATURVETENSKAP Data- och informationsvetenskap Annan data- och informationsvetenskap hsv//swe
- NATURAL SCIENCES Computer and Information Sciences Other Computer and Information Science hsv//eng
- Activity recognition
- Developmental disorders
- Inter-action protocols
- Research questions
- Semi-structured
- Social and communicative behavior
- Social behavior
- Technical challenges
Added entries (persons, corporate bodies, meetings, titles ...)
- Abowd, G. D. (author)
- Rozga, A. (author)
- Romero, MarioKTH,High Performance Computing and Visualization (HPCViz)(Swepub:kth)u1doctgn (author)
- Clements, M. A. (author)
- Sclaroff, S. (author)
- Essa, I. (author)
- Ousley, O. Y. (author)
- Li, Y. (author)
- Kim, C. (author)
- Rao, H. (author)
- Kim, J. C. (author)
- Presti, L. L. (author)
- Zhang, J. (author)
- Lantsman, D. (author)
- Bidwell, J. (author)
- Ye, Z. (author)
- KTHHigh Performance Computing and Visualization (HPCViz) (creator_code:org_t)
Related titles
- In:2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR): IEEE Computer Society, s. 3414-3421
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- Rehg, J. M.
- Abowd, G. D.
- Rozga, A.
- Romero, Mario
- Clements, M. A.
- Sclaroff, S.
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- Essa, I.
- Ousley, O. Y.
- Li, Y.
- Kim, C.
- Rao, H.
- Kim, J. C.
- Presti, L. L.
- Zhang, J.
- Lantsman, D.
- Bidwell, J.
- Ye, Z.
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- About the subject
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- NATURAL SCIENCES
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- Royal Institute of Technology
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