Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction

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 N

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Friedhelm Schwenker Stefan Scherer Louis-Philippe Morency (Eds.)

Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction First IAPR TC3 Workshop, MPRSS 2012 Tsukuba, Japan, November 2012 Revised Selected Papers

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Lecture Notes in Artificial Intelligence Subseries of Lecture Notes in Computer Science LNAI Series Editors Randy Goebel University of Alberta, Edmonton, Canada Yuzuru Tanaka Hokkaido University, Sapporo, Japan Wolfgang Wahlster DFKI and Saarland University, Saarbrücken, Germany

LNAI Founding Series Editor Joerg Siekmann DFKI and Saarland University, Saarbrücken, Germany

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Friedhelm Schwenker Stefan Scherer Louis-Philippe Morency (Eds.)

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

13

Series Editors Randy Goebel, University of Alberta, Edmonton, Canada Jörg Siekmann, University of Saarland, Saarbrücken, Germany Wolfgang Wahlster, DFKI and University of Saarland, Saarbrücken, Germany Volume Editors Friedhelm Schwenker Ulm University Institute of Neural Information Processing 89069 Ulm, Germany E-mail: [email protected] Stefan Scherer Louis-Philippe Morency University of Southern California Institute for Creative Technologies Multimodal Communication and Computation Laboratory Playa Vista, CA 90094, USA E-mail:{scherer, morency}@ict.usc.edu

ISSN 0302-9743 e-ISSN 1611-3349 ISBN 978-3-642-37080-9 e-ISBN 978-3-642-37081-6 DOI 10.1007/978-3-642-37081-6 Springer Heidelberg Dordrecht London New York Library of Congress Control Number: 2013932568 CR Subject Classification (1998): H.5, I.4, I.5, I.2.10, I.2.6, G.3, F.2.2 LNCS Sublibrary: SL 7 – Artificial Intelligence

© Springer-Verlag Berlin Heidelberg 2013 This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, re-use of illustrations, recitation, broadcasting, reproduction on microfilms or in any other way, and storage in data banks. Duplication of this publication or parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965, in ist current version, and permission for use must always be obtained from Springer. Violations are liable to prosecution under the German Copyright Law. The use of general descriptive names, registered names, trademarks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. Typesetting: Camera-ready by author, data conversion by Scientific Publishing Services, Chennai, India Printed on acid-free paper Springer is part of Springer Science+Business Media (www.springer.com)

Preface

This volume presents the proceedings of the First IAPR TC3 Workshop on Pattern Recognition of Social Signals in Human–Computer Interaction (MPRSS 2012). This unique workshop endeavored to