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Moving Object Detection Using Background Subtraction

Name: Moving Object Detection Using Background Subtraction
Brand: Springer International Publishing AG
SKU: 02667841
Price: 54.13 EUR
Availability: InStock
Author: Soharab Hossain Shaikh
ISBN: 9783319073859

Soharab Hossain Shaikh

Khalid Saeed

Nabendu Chaki

Língua

Inglês

Livro Capa mole

Código Libristo: 02667841

Editoras Springer International Publishing AG, junho 2014

This Springer Brief presents a comprehensive survey of the existing methodologies of background subt... Descrição completa

Código Libristo: 02667841

132 b

54.13 €

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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.