SpringerBriefs in Computer Science

Moving Object Detection Using Background Subtraction

Authors: Shaikh, Soharab Hossain, Saeed, Khalid, Chaki, Nabendu

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eBook $39.99
price for USA (gross)
  • ISBN 978-3-319-07386-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $54.99
price for USA
  • ISBN 978-3-319-07385-9
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About this book

This Springer Brief presents a comprehensive survey of the existing methodologies of background subtraction methods. It presents a framework for quantitative performance evaluation of different approaches and summarizes the public databases available for research purposes. This well-known methodology has applications in moving object detection from video captured with a stationery camera, separating foreground and background objects and object classification and recognition. The authors identify common challenges faced by researchers including gradual or sudden illumination change, dynamic backgrounds and shadow and ghost regions. This brief concludes with predictions on the future scope of the methods. Clear and concise, this brief equips readers to determine the most effective background subtraction method for a particular project. It is a useful resource for professionals and researchers working in this field.

Table of contents (6 chapters)

  • Introduction

    Shaikh, Soharab Hossain (et al.)

    Pages 1-3

  • Moving Object Detection Approaches, Challenges and Object Tracking

    Shaikh, Soharab Hossain (et al.)

    Pages 5-14

  • Moving Object Detection Using Background Subtraction

    Shaikh, Soharab Hossain (et al.)

    Pages 15-23

  • Moving Object Detection: A New Approach

    Shaikh, Soharab Hossain (et al.)

    Pages 25-48

  • Databases for Research

    Shaikh, Soharab Hossain (et al.)

    Pages 49-65

Buy this book

eBook $39.99
price for USA (gross)
  • ISBN 978-3-319-07386-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $54.99
price for USA
  • ISBN 978-3-319-07385-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Moving Object Detection Using Background Subtraction
Authors
Series Title
SpringerBriefs in Computer Science
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
The Author(s)
eBook ISBN
978-3-319-07386-6
DOI
10.1007/978-3-319-07386-6
Softcover ISBN
978-3-319-07385-9
Series ISSN
2191-5768
Edition Number
1
Number of Pages
X, 67
Number of Illustrations and Tables
32 b/w illustrations
Topics