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

Third IAPR TC3 Workshop, MPRSS 2014, Stockholm, Sweden, August 24, 2014, Revised Selected Papers

  • Friedhelm Schwenker
  • Stefan Scherer
  • Louis-Philippe Morency
Conference proceedings MPRSS 2014

DOI: 10.1007/978-3-319-14899-1

Part of the Lecture Notes in Computer Science book series (LNCS, volume 8869)

Table of contents (14 papers)

  1. Front Matter
    Pages I-VIII
  2. Algorithms

    1. Front Matter
      Pages 1-1
    2. Automatic Image Collection of Objects with Similar Function by Learning Human Grasping Forms
      Shinya Morioka, Tadashi Matsuo, Yasuhiro Hiramoto, Nobutaka Shimada, Yoshiaki Shirai
      Pages 3-14
    3. Noisy Speech Recognition Based on Combined Audio-Visual Classifiers
      Lucas D. Terissi, Gonzalo D. Sad, Juan C. Gómez, Marianela Parodi
      Pages 43-53
    4. Complementary Gaussian Mixture Models for Multimodal Speech Recognition
      Gonzalo D. Sad, Lucas D. Terissi, Juan C. Gómez
      Pages 54-65
    5. Fusion of Text and Audio Semantic Representations Through CCA
      Kamelia Aryafar, Ali Shokoufandeh
      Pages 66-73
  3. Applications

    1. Front Matter
      Pages 75-75
    2. uulmMAD – A Human Action Recognition Dataset for Ground-Truth Evaluation and Investigation of View Invariances
      Michael Glodek, Georg Layher, Felix Heilemann, Florian Gawrilowicz, Günther Palm, Friedhelm Schwenker et al.
      Pages 77-91
    3. A Real Time Gesture Recognition System for Human Computer Interaction
      Carmela Attolico, Grazia Cicirelli, Cataldo Guaragnella, Tiziana D’Orazio
      Pages 92-101
    4. A SIFT-Based Feature Level Fusion of Iris and Ear Biometrics
      Lamis Ghoualmi, Salim Chikhi, Amer Draa
      Pages 102-112
    5. Audio-Visual User Identification in HCI Scenarios
      Markus Kächele, Sascha Meudt, Andrej Schwarz, Friedhelm Schwenker
      Pages 113-122
    6. Towards an Adaptive Brain-Computer Interface – An Error Potential Approach
      Nuno Figueiredo, Filipe Silva, Petia Georgieva, Mariofanna Milanova, Engin Mendi
      Pages 123-129
    7. Exploring Alternate Modalities for Tag Recommendation
      Kamelia Aryafar, Jerry Soung
      Pages 141-144
  4. Back Matter
    Pages 145-145

About these proceedings

Introduction

This book constitutes the thoroughly refereed post-workshop proceedings of the Third IAPR TC3 Workshop on Pattern Recognition of Social Signals in Human-Computer-Interaction, MPRSS 2014, held in Stockholm, Sweden, in August 2014, as a satellite event of the International Conference on Pattern Recognition, ICPR 2014. The 14 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

Audio-visual speech features Classifier fusion Complementary models Cross-domain retrieval Discrete geometry Facial expression recognition Feature point detection Geometry embedding Graph transformations Human computer interaction Iris biometrics Lattice computations Local patches Manifold learning Multi modal data processing Multidimensional scaling Multimodal biometrics Person identification Speech recognition

Editors and affiliations

  • Friedhelm Schwenker
    • 1
  • Stefan Scherer
    • 2
  • Louis-Philippe Morency
    • 3
  1. 1.University of UlmUniversität UlmUlmGermany
  2. 2.University of Southern CaliforniaPlaya VistaUSA
  3. 3.University of Southern CaliforniaPlaya VistaUSA

Bibliographic information

  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-14898-4
  • Online ISBN 978-3-319-14899-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349