Moving Object Detection Using Background Subtraction

  • Soharab Hossain Shaikh
  • Khalid Saeed
  • Nabendu Chaki

Part of the SpringerBriefs in Computer Science book series (BRIEFSCOMPUTER)

Table of contents

  1. Front Matter
    Pages i-x
  2. Soharab Hossain Shaikh, Khalid Saeed, Nabendu Chaki
    Pages 1-3
  3. Soharab Hossain Shaikh, Khalid Saeed, Nabendu Chaki
    Pages 5-14
  4. Soharab Hossain Shaikh, Khalid Saeed, Nabendu Chaki
    Pages 15-23
  5. Soharab Hossain Shaikh, Khalid Saeed, Nabendu Chaki
    Pages 25-48
  6. Soharab Hossain Shaikh, Khalid Saeed, Nabendu Chaki
    Pages 49-65
  7. Soharab Hossain Shaikh, Khalid Saeed, Nabendu Chaki
    Pages 67-67

About this book

Introduction

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.

Keywords

Background subtraction Frame differencing Moving object detection from video Object tracking Optical flow Statistical background modeling Temporal differencing

Authors and affiliations

  • Soharab Hossain Shaikh
    • 1
  • Khalid Saeed
    • 2
  • Nabendu Chaki
    • 3
  1. 1.A K Choudhury School of Information TechnologyUniversity of CalcuttaKolkataIndia
  2. 2.Bialystok University of TechnologyFaculty of Computer ScienceBialystokPoland
  3. 3.Department of Computer Science and EngineeringUniversity of CalcuttaKolkataIndia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-07386-6
  • Copyright Information The Author(s) 2014
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-07385-9
  • Online ISBN 978-3-319-07386-6
  • Series Print ISSN 2191-5768
  • Series Online ISSN 2191-5776
  • About this book
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