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Background Modeling and Foreground Detection for Video Surveillance
Hardcover
Technology & EngineeringGeneral ComputersGeneral Mathematics
ISBN13: 9781482205374
Publisher: Crc Pr Inc
Published: Jul 25 2014
Pages: 632
Weight: 2.85
Height: 1.50 Width: 7.10 Depth: 9.90
Language: English
This book provides a complete overview of the concepts, algorithms, and applications related to background modeling and foreground detection. It presents the top methods and algorithms for detecting moving objects in video surveillance. It covers statistical models, clustering models, neural networks, and fuzzy models. The book also addresses sensors, hardware, and implementation issues and discusses the resources and datasets required for evaluating and comparing background subtraction algorithms. The datasets and codes used in the text are available on the book's website.
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