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portada Moving Object Detection Using Background Subtraction (Springerbriefs in Computer Science)
Type
Physical Book
Publisher
Author
Year
2014
Language
English
Pages
80
Format
Paperback
ISBN13
9783319073859
Edition No.
2014
Categories

Moving Object Detection Using Background Subtraction (Springerbriefs in Computer Science)

Soharab Hossain Shaikh; Khalid Saeed; Nabendu Chaki (Author) · Springer · Paperback

Moving Object Detection Using Background Subtraction (Springerbriefs in Computer Science) - Soharab Hossain Shaikh; Khalid Saeed; Nabendu Chaki

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Synopsis "Moving Object Detection Using Background Subtraction (Springerbriefs in Computer Science) "

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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