Moving Object Detection Using Background Subtraction

Author:   Soharab Hossain Shaikh ,  Khalid Saeed ,  Nabendu Chaki
Publisher:   Springer International Publishing AG
Edition:   2014 ed.
ISBN:  

9783319073859


Pages:   67
Publication Date:   08 July 2014
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Moving Object Detection Using Background Subtraction


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Overview

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.

Full Product Details

Author:   Soharab Hossain Shaikh ,  Khalid Saeed ,  Nabendu Chaki
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   2014 ed.
Dimensions:   Width: 15.50cm , Height: 0.40cm , Length: 23.50cm
Weight:   1.358kg
ISBN:  

9783319073859


ISBN 10:   3319073850
Pages:   67
Publication Date:   08 July 2014
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction.- Moving Object Detection Approaches, Challenges and Object Tracking.- Moving Object Detection Using Background Subtraction.- Moving Object Detection: A New Approach.- Databases for Research.- Conclusion.

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