Multimodal Pattern Recognition of Social Signals in Human-computer-interaction : First IAPR TC3 Workshop, MPRSS 2012, Tsukuba, Japan, November 11, 2012 : Revised Selected Papers

Edited by Schwenker, Friedhelm; Edited by Scherer, Stefani; Edited by Morency, Louis-Philippe

This book constitutes the thoroughly refereed post-workshop proceedings of the First IAPR TC3 Workshop on Pattern Recognition of Social Signals in Human-Computer-Interaction (MPRSS2012), held in Tsukuba, Japan in November 2012, in collaboration with the NLGD Festival of Games. The 21 revised papers presented during the workshop cover topics on facial expression recognition, audiovisual emotion recognition, multimodal Information fusion architectures, learning from unlabeled and partially labeled data, learning of time series, companion technologies and robotics.

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[目次]

  • Modelling Social Signals.- Generative Modelling of Dyadic Conversations: Characterization of Pragmatic Skills During Development Age.- Social Coordination Assessment: Distinguishing between Shape and Timing.- Social Signals in Facial Expressions.- A Novel LDA and HMM-Based Technique for Emotion Recognition from Facial Expressions.- Generation of Facial Expression for Communication Using Elfoid with Projector.- Eye Localization from Infrared Thermal Images.- Analysis of Speech and Physiological Speech.- The Effect of Fuzzy Training Targets on Voice Quality Classification.- Physiological Effects of Delayed System Response Time on Skin Conductance.- A Non-invasive Multi-sensor Capturing System for Human Physiological and Behavioral Responses Analysis.- Motion Analysis and Activity Recognition.- 3D Motion Estimation of Human Body from Video with Dynamic Camera Work.- Motion History of Skeletal Volumes and Temporal Change in Bounding Volume Fusion for Human Action Recognition.- Multi-view Multi-modal Gait Based Human Identity Recognition from Surveillance Videos.- Multimodal Fusion.- Using the Transferable Belief Model for Multimodal Input Fusion in Companion Systems.- Fusion of Fragmentary Classifier Decisions for Affective State Recognition.

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この本の情報

書名 Multimodal Pattern Recognition of Social Signals in Human-computer-interaction : First IAPR TC3 Workshop, MPRSS 2012, Tsukuba, Japan, November 11, 2012 : Revised Selected Papers
著作者等 Morency, Louis-Philippe
Scherer, Stefani
Schwenker, Friedhelm
書名別名 First IAPR TC3 Workshop, MPRSS 2012, Tsukuba, Japan, November 11, 2012 : Revised Selected Papers
シリーズ名 Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence 7742
出版元 Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
刊行年月 2013.02.09
ページ数 139p
大きさ H235 x W155
ISBN 9783642370809
言語 英語
出版国 ドイツ
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