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

4th IAPR TC 9 Workshop, MPRSS 2016, Cancun, Mexico, December 4, 2016, Revised Selected Papers

  • Friedhelm Schwenker
  • Stefan Scherer
Conference proceedings MPRSS 2016

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10183)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 10183)

Table of contents

  1. Front Matter
    Pages I-VIII
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  2. Active Shape Model vs. Deep Learning for Facial Emotion Recognition in Security
    Monica Bebawy, Suzan Anwar, Mariofanna Milanova
    Pages 1-11
  3. Bimodal Recognition of Cognitive Load Based on Speech and Physiological Changes
    Dennis Held, Sascha Meudt, Friedhelm Schwenker
    Pages 12-23
  4. Human Mobility-Pattern Discovery and Next-Place Prediction from GPS Data
    Faina Khoroshevsky, Boaz Lerner
    Pages 24-35
  5. Fusion Architectures for Multimodal Cognitive Load Recognition
    Daniel Kindsvater, Sascha Meudt, Friedhelm Schwenker
    Pages 36-47
  6. Face Recognition in Home Security System Using Tensor Decomposition Based on Radix-(2 × 2) Hierarchical SVD
    Roumen Kountchev, Suzan Anwar, Roumiana Kountcheva, Mariofanna Milanova
    Pages 48-59
  7. Performance Analysis of Gesture Recognition Classifiers for Building a Human Robot Interface
    Tiziana D’Orazio, Nicola Mosca, Roberto Marani, Grazia Cicirelli
    Pages 60-72
  8. On Automatic Question Answering Using Efficient Primal-Dual Models
    Yusuf Osmanlıoğlu, Ali Shokoufandeh
    Pages 73-84
  9. Hierarchical Bayesian Multiple Kernel Learning Based Feature Fusion for Action Recognition
    Wen Sun, Chunfeng Yuan, Pei Wang, Shuang Yang, Weiming Hu, Zhaoquan Cai
    Pages 85-97
  10. Audio Visual Speech Recognition Using Deep Recurrent Neural Networks
    Abhinav Thanda, Shankar M. Venkatesan
    Pages 98-109
  11. Audio-Visual Recognition of Pain Intensity
    Patrick Thiam, Viktor Kessler, Steffen Walter, Günther Palm, Friedhelm Schwenker
    Pages 110-126
  12. The SenseEmotion Database: A Multimodal Database for the Development and Systematic Validation of an Automatic Pain- and Emotion-Recognition System
    Maria Velana, Sascha Gruss, Georg Layher, Patrick Thiam, Yan Zhang, Daniel Schork et al.
    Pages 127-139
  13. Photometric Stereo for 3D Face Reconstruction Using Non Linear Illumination Models
    Barbara Villarini, Athanasios Gkelias, Vasilios Argyriou
    Pages 140-152
  14. Recursively Measured Action Units
    Xiang Xiang, Trac D. Tran
    Pages 153-159
  15. Back Matter
    Pages 161-161
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About these proceedings

Introduction

This book constitutes the thoroughly refereed post-workshop proceedings of the Fourth IAPR TC9 Workshop on Pattern Recognition of Social Signals in Human-Computer-Interaction, MPRSS 2016, held in Cancun, Mexico, in December 2016.

The 13 revised papers presented focus on pattern recognition, machine learning and information fusion methods with applications in social signal processing, including multimodal emotion recognition, user identification, and recognition of human activities.

Keywords

activity recognition artificial intelligence classification computer vision face recognition gesture recognition Human-Computer Interaction (HCI) image processing machine learning neural neworks pattern recognition semantics signal processing speech regognition user interfaces

Editors and affiliations

  • Friedhelm Schwenker
    • 1
  • Stefan Scherer
    • 2
  1. 1.Universität UlmUlmGermany
  2. 2.Multimodal Communication and ComputationUniversity of Southern CaliforniaPlaya VistaUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-59259-6
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-59258-9
  • Online ISBN 978-3-319-59259-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site