Studies in Computational Intelligence

Video Search and Mining

Editors: Schonfeld, D., Shan, C., Tao, D., Wang, L. (Eds.)

  • Presents the state of the art in video mining
  • Written by experts in this field
  • Provides an overview of emerging new approaches
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eBook $149.00
price for USA (gross)
  • ISBN 978-3-642-12900-1
  • Digitally watermarked, DRM-free
  • Included format: PDF
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  • Immediate eBook download after purchase
Hardcover $219.99
price for USA
  • ISBN 978-3-642-12899-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $199.99
price for USA
  • ISBN 978-3-642-26343-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book provides an overview of emerging new approaches to video search and mining based on promising methods being developed in the computer vision and image analysis community. Video search and mining is a rapidly evolving discipline whose aim is to capture interesting patterns in video data. It has become one of the core areas in the data mining research community. In comparison to other types of data mining (e.g. text), video mining is still in its infancy.The objective of this book is to present the latest advances in video search and mining covering both theoretical approaches and practical applications. The book provides researchers and practitioners a comprehensive understanding of the start-of-the-art in video search and mining techniques and a resource for potential applications and successful practice. This book can also serve as an important reference tool and handbook for researchers and practitioners in video search and mining.

Table of contents (14 chapters)

  • Object Trajectory Analysis in Video Indexing and Retrieval Applications

    Broilo, Mattia (et al.)

    Pages 3-32

  • Trajectory Clustering for Scene Context Learning and Outlier Detection

    Anjum, Nadeem (et al.)

    Pages 33-51

  • Motion Trajectory-Based Video Retrieval, Classification, and Summarization

    Ma, Xiang (et al.)

    Pages 53-82

  • Three Dimensional Information Extraction and Applications to Video Analysis

    Donate, Arturo (et al.)

    Pages 85-114

  • Statistical Analysis on Manifolds and Its Applications to Video Analysis

    Turaga, Pavan (et al.)

    Pages 115-144

Buy this book

eBook $149.00
price for USA (gross)
  • ISBN 978-3-642-12900-1
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $219.99
price for USA
  • ISBN 978-3-642-12899-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $199.99
price for USA
  • ISBN 978-3-642-26343-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Video Search and Mining
Editors
  • Dan Schonfeld
  • Caifeng Shan
  • Dacheng Tao
  • Liang Wang
Series Title
Studies in Computational Intelligence
Series Volume
287
Copyright
2010
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-12900-1
DOI
10.1007/978-3-642-12900-1
Hardcover ISBN
978-3-642-12899-8
Softcover ISBN
978-3-642-26343-9
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XII, 388
Number of Illustrations and Tables
132 b/w illustrations
Topics