Moving Object Detection Using Background Subtraction (häftad)
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Format
Häftad (Paperback / softback)
Språk
Engelska
Antal sidor
67
Utgivningsdatum
2014-07-08
Upplaga
2014 ed.
Förlag
Springer International Publishing AG
Medarbetare
Saeed, Khalid / Chaki, Nabendu
Illustratör/Fotograf
2 schwarz-weiße Tabellen 32 schwarz-weiße Abbildungen Bibliographie
Illustrationer
2 Tables, black and white; 32 Illustrations, black and white; X, 67 p. 32 illus.
Dimensioner
234 x 156 x 4 mm
Vikt
123 g
Antal komponenter
1
Komponenter
1 Paperback / softback
ISBN
9783319073859
Moving Object Detection Using Background Subtraction (häftad)

Moving Object Detection Using Background Subtraction

av Soharab Hossain Shaikh, Khalid Saeed, Nabendu Chaki
Häftad,  Engelska, 2014-07-08
779
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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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Soharab Hossain Shaikh, Khalid Saeed, Nabendu Chaki

Innehållsförteckning

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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