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Lecture Notes in Artificial Intelligence

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

5th IAPR TC 9 Workshop, MPRSS 2018, Beijing, China, August 20, 2018, Revised Selected Papers

Editors: Schwenker, Friedhelm, Scherer, Sefan (Eds.)

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  • ISBN 978-3-030-20984-1
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About this book

This book constitutes the refereed post-workshop proceedings of the 5th IAPR TC9 Workshop on Pattern Recognition of Social Signals in Human-Computer-Interaction, MPRSS 2018, held in Beijing, China, in August 2018. 
The 10 revised papers presented in this book focus on pattern recognition, machine learning and information fusion methods with applications in social signal processing, including multimodal emotion recognition and pain intensity estimation, especially the question how to distinguish between human emotions from pain or stress induced by pain is discussed.

Table of contents (9 chapters)

Table of contents (9 chapters)
  • Multi-focus Image Fusion with PCA Filters of PCANet

    Pages 1-17

    Song, Xu (et al.)

  • An Image Captioning Method for Infant Sleeping Environment Diagnosis

    Pages 18-26

    Liu, Xinyi (et al.)

  • A First-Person Vision Dataset of Office Activities

    Pages 27-37

    Abebe, Girmaw (et al.)

  • Perceptual Judgments to Detect Computer Generated Forged Faces in Social Media

    Pages 38-48

    Anwar, Suzan (et al.)

  • Combining Deep and Hand-Crafted Features for Audio-Based Pain Intensity Classification

    Pages 49-58

    Thiam, Patrick (et al.)

Buy this book

eBook $44.99
price for USA in USD (gross)
  • ISBN 978-3-030-20984-1
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $59.99
price for USA in USD
  • ISBN 978-3-030-20983-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction
Book Subtitle
5th IAPR TC 9 Workshop, MPRSS 2018, Beijing, China, August 20, 2018, Revised Selected Papers
Editors
  • Friedhelm Schwenker
  • Sefan Scherer
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
11377
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-20984-1
DOI
10.1007/978-3-030-20984-1
Softcover ISBN
978-3-030-20983-4
Edition Number
1
Number of Pages
VII, 117
Number of Illustrations
85 b/w illustrations, 32 illustrations in colour
Topics