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Moving Object Detection Using Background Subtraction

Language EnglishEnglish
Book Paperback
Book Moving Object Detection Using Background Subtraction Soharab Hossain Shaikh
Libristo code: 02667841
Publishers Springer International Publishing AG, June 2014
This Springer Brief presents a comprehensive survey of the existing methodologies of background subt... Full description
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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.

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About the book

Full name Moving Object Detection Using Background Subtraction
Author Soharab Hossain Shaikh, Khalid Saeed, Nabendu Chaki
Language English
Binding Book - Paperback
Date of issue 2014
Number of pages 67
EAN 9783319073859
ISBN 3319073850
Libristo code 02667841
Publishers Springer International Publishing AG
Weight 1358
Dimensions 155 x 235 x 8

Categories

Computing & Information Technology > Computer science > Artificial intelligence > Pattern recognition
Computing & Information Technology > Computer science > Artificial intelligence > Computer vision
Computing & Information Technology > Computer science > Image processing
Computing & Information Technology > Graphical & digital media applications
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