Fusing audio-visual nonverbal cues to detect dominant people in small group conversations

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2010, Pages 3687-3690

  Aran, Oya ^a   Gatica Perez, Daniel ^a,b  

^a IDIAP RESEARCH INSTITUTE   (Switzerland)

^b EPFL   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

AUDIO AND VISUAL CUES; AUDIO-VISUAL; DATA SETS; FEATURE EXTRACTION LEVELS; LEVEL FUSION; MULTI-MODAL; MULTI-MODAL FUSION; SIMPLE RULES; SMALL GROUPS;

FEATURE EXTRACTION;

EID: 78149481780     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.898     Document Type: Conference Paper

References (10)

1. O. Aran, H. Hung, and D. Gatica-Perez. A multimodal corpus for studying dominance in small group conversations. In Proc. LREC workshop on Multimodal Corpora, Malta 2010.
2. J. Carletta et al. The AMI meeting corpus: A preannouncement. In Proc. MLMI, Edinburgh, 2005.
3. J. Dines. The segmentation of multichannel meeting recordings for automatic speech recognition. In Interspeech, 2006.
4. D. Gatica-Perez. Automatic nonverbal analysis of social interaction in small groups: A review. Image and Vision Computing, 27(12):1775-1787, 2009.
5. J.A. Hall, E.J. Coats, L.S. LeBeau. Nonverbal behavior and the vertical dimension of social relations: A meta-analysis. Psychological Bulletin, 1313(6):898-924,2005.
6. D. B. Jayagopi, H. Hung, C. Yeo, and D. Gatica-Perez. Modeling dominance in group conversations from non-verbal activity cues. IEEE Trans. on Audio, Speech, and Language Processing,, 17(3):501-513, 2009.
7. M. L. Knapp and J. A. Hall. Nonverbal Communication in Human Interaction. Wadsworth Pub., 7th Ed., 2009.
8. L. I. Kuncheva. Combining Pattern Classifiers: Methods and Algorithms. Wiley, 2004.
9. R. Rienks and D. Heylen. Dominance detection in meetings using easily obtainable features. In Proc. MLMI, Edinburgh, 2005.
10. C. Yeo, P. Ahammad, K. Ramchandran, and S. Sastry. High-speed action recognition and localization in compressed domain videos. IEEE Trans. on Circuits and Systems for Video Technology, 18(8):1006-1015, 2008.