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

First IAPR TC3 Workshop, MPRSS 2012, Tsukuba, Japan, November 11, 2012, Revised Selected Papers

  • Friedhelm Schwenker
  • Stefan Scherer
  • Louis-Philippe Morency
Conference proceedings MPRSS 2012

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7742)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 7742)

Table of contents

  1. Front Matter
    PDF

  2. Modelling Social Signals

    1. Generative Modelling of Dyadic Conversations: Characterization of Pragmatic Skills During Development Age
      Anna Pesarin, Monja Tait, Alessandro Vinciarelli, Cristina Segalin, Giovanni Bilancia, Marco Cristani
      Pages 1-8
    2. Social Coordination Assessment: Distinguishing between Shape and Timing
      Emilie Delaherche, Sofiane Boucenna, Koby Karp, Stéphane Michelet, Catherine Achard, Mohamed Chetouani
      Pages 9-18

  3. Social Signals in Facial Expressions

    1. A Novel LDA and HMM-Based Technique for Emotion Recognition from Facial Expressions
      Akhil Bansal, Santanu Chaudhary, Sumantra Dutta Roy
      Pages 19-26
    2. Generation of Facial Expression for Communication Using Elfoid with Projector
      Maiya Hori, Hideki Takakura, Hiroki Yoshimura, Yoshio Iwai
      Pages 27-34
    3. Eye Localization from Infrared Thermal Images
      Shangfei Wang, Peijia Shen, Zhilei Liu
      Pages 35-42

  4. Analysis of Speech and Physiological Speech

    1. The Effect of Fuzzy Training Targets on Voice Quality Classification
      Stefan Scherer, John Kane, Christer Gobl, Friedhelm Schwenker
      Pages 43-51
    2. Physiological Effects of Delayed System Response Time on Skin Conductance
      David Hrabal, Christin Kohrs, André Brechmann, Jun-Wen Tan, Stefanie Rukavina, Harald C. Traue
      Pages 52-62
    3. A Non-invasive Multi-sensor Capturing System for Human Physiological and Behavioral Responses Analysis
      Senya Polikovsky, Maria Alejandra Quiros-Ramirez, Takehisa Onisawa, Yoshinari Kameda, Yuichi Ohta
      Pages 63-70

  5. Motion Analysis and Activity Recognition

    1. 3D Motion Estimation of Human Body from Video with Dynamic Camera Work
      Matsumoto Ayumi, Wu Xiaojun, Kawamura Harumi, Kojima Akira
      Pages 71-78
    2. Motion History of Skeletal Volumes and Temporal Change in Bounding Volume Fusion for Human Action Recognition
      Abubakrelsedik Karali, Mohammed ElHelw
      Pages 79-87
    3. Multi-view Multi-modal Gait Based Human Identity Recognition from Surveillance Videos
      Emdad Hossain, Girija Chetty, Roland Goecke
      Pages 88-99

  6. Multimodal Fusion

    1. Using the Transferable Belief Model for Multimodal Input Fusion in Companion Systems
      Felix Schüssel, Frank Honold, Michael Weber
      Pages 100-115
    2. Fusion of Fragmentary Classifier Decisions for Affective State Recognition
      Gerald Krell, Michael Glodek, Axel Panning, Ingo Siegert, Bernd Michaelis, Andreas Wendemuth et al.
      Pages 116-130
  7. Back Matter
    PDF

About these proceedings

Introduction

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.

Keywords

behavior matching emotion recognition physiological patterns topic modeling unsupervised model

Editors and affiliations

  • Friedhelm Schwenker
    • 1
  • Stefan Scherer
    • 2
  • Louis-Philippe Morency
    • 2
  1. 1.Institute of Neural Information ProcessingUlm UniversityUlmGermany
  2. 2.Institute for Creative Technologies, Multimodal Communication and Computation LaboratoryUniversity of Southern CaliforniaPlaya VistaUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-37081-6
  • Copyright Information Springer-Verlag Berlin Heidelberg 2013
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-37080-9
  • Online ISBN 978-3-642-37081-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site