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SpringerBriefs in Computer Science Ser.: Moving Object Detection Using Background Subtraction by Khalid Saeed, Soharab Hossain Shaikh and Nabendu Chaki (2014, Trade Paperback)

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Product Information

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.

Product Identifiers

Publisher
Springer International Publishing A&G
ISBN-10
3319073850
ISBN-13
9783319073859
eBay Product ID (ePID)
201632112

Product Key Features

Author
Nabendu Chaki, Khalid Saeed, Soharab Hossain Shaikh
Publication Name
Moving Object Detection Using Background Subtraction
Format
Trade Paperback
Language
English
Publication Year
2014
Series
Springerbriefs in Computer Science Ser.
Type
Textbook
Number of Pages
X, 67 Pages

Dimensions

Item Length
9.3in
Item Width
6.1in
Item Weight
47.9 Oz

Additional Product Features

Number of Volumes
1 Vol.
Lc Classification Number
Ta1501-1820
Table of Content
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.
Copyright Date
2014
Topic
Image Processing, Computer Science, Interactive & Multimedia, Computer Vision & Pattern Recognition
Intended Audience
Scholarly & Professional
Illustrated
Yes
Genre
Computers

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SpringerBriefs in Computer Science Ser.: Moving Object Detection Using Background Subtraction by Khalid Saeed, Soharab Hossain Shaikh and Nabendu Chaki (2014, Trade Paperback)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

Best Selling in Textbooks

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