Human Activity Recognition and Prediction

Editors: Fu, Yun (Ed.)

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  • Covers the most state-of-the-art topics of activity recognition and prediction
  • Discusses both methodology and real-world practice of human activity recognition
  • Contains contributions from top experts in the field, who voice their unique perspectives included throughout
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eBook 67,82 €
price for Spain (gross)
  • ISBN 978-3-319-27004-3
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 83,19 €
price for Spain (gross)
  • ISBN 978-3-319-27002-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 83,19 €
price for Spain (gross)
  • ISBN 978-3-319-80055-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This book provides a unique view of human activity recognition, especially fine-grained human activity structure learning, human-interaction recognition, RGB-D data based action recognition, temporal decomposition, and causality learning in unconstrained human activity videos. The techniques discussed give readers tools that provide a significant improvement over existing methodologies of video content understanding by taking advantage of activity recognition. It links multiple popular research fields in computer vision, machine learning, human-centered computing, human-computer interaction, image classification, and pattern recognition. In addition, the book includes several key chapters covering multiple emerging topics in the field. Contributed by top experts and practitioners, the chapters present key topics from different angles and blend both methodology and application, composing a solid overview of the human activity recognition techniques.

Table of contents (8 chapters)

  • Introduction

    Kong, Yu (et al.)

    Pages 1-22

    Preview Buy Chapter 30,19 €
  • Action Recognition and Human Interaction

    Kong, Yu (et al.)

    Pages 23-48

    Preview Buy Chapter 30,19 €
  • Subspace Learning for Action Recognition

    Jia, Chengcheng (et al.)

    Pages 49-69

    Preview Buy Chapter 30,19 €
  • Multimodal Action Recognition

    Jia, Chengcheng (et al.)

    Pages 71-85

    Preview Buy Chapter 30,19 €
  • RGB-D Action Recognition

    Jia, Chengcheng (et al.)

    Pages 87-106

    Preview Buy Chapter 30,19 €

Buy this book

eBook 67,82 €
price for Spain (gross)
  • ISBN 978-3-319-27004-3
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 83,19 €
price for Spain (gross)
  • ISBN 978-3-319-27002-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 83,19 €
price for Spain (gross)
  • ISBN 978-3-319-80055-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Human Activity Recognition and Prediction
Editors
  • Yun Fu
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-27004-3
DOI
10.1007/978-3-319-27004-3
Hardcover ISBN
978-3-319-27002-9
Softcover ISBN
978-3-319-80055-4
Edition Number
1
Number of Pages
VII, 174
Number of Illustrations
6 b/w illustrations, 64 illustrations in colour
Topics