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

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

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Friedhelm Schwenker

    1. University of Ulm, Universität Ulm, Ulm, Germany

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  2. Stefan Scherer

    1. University of Southern California, Playa Vista, USA

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  3. Louis-Philippe Morency

    1. University of Southern California, Playa Vista, USA

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

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: MPRSS 2014.

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Table of contents (14 papers)

  1. Front Matter

    Pages I-VIII
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  2. Algorithms

    1. Front Matter

      Pages 1-1
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    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. Client Specific Image Gradient Orientation for Unimodal and Multimodal Face Representation

      • He-Feng Yin, Xiao-Jun Wu, Xiao-Qi Sun
      Pages 15-25

    4. Multiple-manifolds Discriminant Analysis for Facial Expression Recognition from Local Patches Set

      • Ning Zheng, Lin Qi, Ling Guan
      Pages 26-33

    5. Monte Carlo Based Importance Estimation of Localized Feature Descriptors for the Recognition of Facial Expressions

      • Markus Kächele, Günther Palm, Friedhelm Schwenker
      Pages 34-42

    6. Noisy Speech Recognition Based on Combined Audio-Visual Classifiers

      • Lucas D. Terissi, Gonzalo D. Sad, Juan C. Gómez, Marianela Parodi
      Pages 43-53

    7. Complementary Gaussian Mixture Models for Multimodal Speech Recognition

      • Gonzalo D. Sad, Lucas D. Terissi, Juan C. Gómez
      Pages 54-65

    8. Fusion of Text and Audio Semantic Representations Through CCA

      • Kamelia Aryafar, Ali Shokoufandeh
      Pages 66-73

  3. Applications

    1. Front Matter

      Pages 75-75
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    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. Online Smart Face Morphing Engine with Prior Constraints and Local Geometry Preservation

      • Quan Wang, Yu Wang, Zuoguan Wang
      Pages 130-140

    8. Exploring Alternate Modalities for Tag Recommendation

      • Kamelia Aryafar, Jerry Soung
      Pages 141-144

  4. Back Matter

    Pages 145-145
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  1. Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction

Keywords

About this book

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.

Editors and Affiliations

  • University of Ulm, Universität Ulm, Ulm, Germany

    Friedhelm Schwenker

  • University of Southern California, Playa Vista, USA

    Stefan Scherer, Louis-Philippe Morency

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