Moving Object Detection Using Background Subtraction (SpringerBriefs in Computer Science) - Softcover

Buch 142 von 322: SpringerBriefs in Computer Science

Shaikh, Soharab Hossain

 
9783319073859: Moving Object Detection Using Background Subtraction (SpringerBriefs in Computer Science)
Softcover
ISBN 10: 3319073850 ISBN 13: 9783319073859
Verlag: Springer, 2014

Inhaltsangabe

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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Reseña del editor

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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Verlag
Springer
Erscheinungsdatum
2014
Sprache
Englisch
ISBN 10 
3319073850
ISBN 13 
9783319073859
Einband
Tapa blanda
Anzahl der Seiten
80
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Deutschland

Weitere beliebte Ausgaben desselben Titels

9783319073873: Moving Object Detection Using Background Subtraction

Vorgestellte Ausgabe

ISBN 10:  3319073877 ISBN 13:  9783319073873
Verlag: Springer, 2014
Softcover