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Inhaltsangabe
This book on "Real Time Background Subtraction using CUDA Architecture" is written with a viewpoint of giving an exposure to the readers about complete process of Background subtraction (BGS) which is one of the important and crucial step of many computer vision applications such as airport shopping complexes, traffic monitoring system etc. where we want to segment out the foreground objects from the background of a video. Chapter 1 outlines the introduction of BGS and GPU along with technical challenges to develop a good background subtraction system. Chapter 2 describes detailed literature survey of existing systems whereas Chapter 3 presents different background subtraction techniques with their advantages and limitations. Chapter 4 highlights the technique of Thresholding and data validation step of foreground extraction process. Chapter 5 discusses implementation of system using GPU. It outlines the data flow diagrams of the system and the flow of data using CUDA architecture for parallel processing. In Chapter 6 we discussed various techniques of CUDA optimization. In Chapter 7, we demonstrated experimental results and its analysis based on performance evaluation parameters.
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Über die Autorin bzw. den Autor
Prof. Vandana P. Tonde,M.E. (Engenharia Informática)Professora Assistente,Departamento de Tecnologia da Informação,Instituto de Tecnologia de Sinhgad, Lonavala.
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Real Time Background Subtraction using CUDA Architecture
Verlag:
LAP LAMBERT Academic Publishing Sep 2023, 2023
ISBN 10: 6206781518
ISBN 13: 9786206781516
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Anbieter: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Deutschland
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book on 'Real Time Background Subtraction using CUDA Architecture' is written with a viewpoint of giving an exposure to the readers about complete process of Background subtraction (BGS) which is one of the important and crucial step of many computer vision applications such as airport shopping complexes, traffic monitoring system etc. where we want to segment out the foreground objects from the background of a video. Chapter 1 outlines the introduction of BGS and GPU along with technical challenges to develop a good background subtraction system. Chapter 2 describes detailed literature survey of existing systems whereas Chapter 3 presents different background subtraction techniques with their advantages and limitations. Chapter 4 highlights the technique of Thresholding and data validation step of foreground extraction process. Chapter 5 discusses implementation of system using GPU. It outlines the data flow diagrams of the system and the flow of data using CUDA architecture for parallel processing. In Chapter 6 we discussed various techniques of CUDA optimization. In Chapter 7, we demonstrated experimental results and its analysis based on performance evaluation parameters. 52 pp. Englisch. Bestandsnummer des Verkäufers 9786206781516
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Real Time Background Subtraction using CUDA Architecture
Verlag:
LAP LAMBERT Academic Publishing, 2023
ISBN 10: 6206781518
ISBN 13: 9786206781516
Neu
Taschenbuch
Anbieter: AHA-BUCH GmbH, Einbeck, Deutschland
Verkäuferbewertung 5 von 5 Sternen
Taschenbuch. Zustand: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This book on 'Real Time Background Subtraction using CUDA Architecture' is written with a viewpoint of giving an exposure to the readers about complete process of Background subtraction (BGS) which is one of the important and crucial step of many computer vision applications such as airport shopping complexes, traffic monitoring system etc. where we want to segment out the foreground objects from the background of a video. Chapter 1 outlines the introduction of BGS and GPU along with technical challenges to develop a good background subtraction system. Chapter 2 describes detailed literature survey of existing systems whereas Chapter 3 presents different background subtraction techniques with their advantages and limitations. Chapter 4 highlights the technique of Thresholding and data validation step of foreground extraction process. Chapter 5 discusses implementation of system using GPU. It outlines the data flow diagrams of the system and the flow of data using CUDA architecture for parallel processing. In Chapter 6 we discussed various techniques of CUDA optimization. In Chapter 7, we demonstrated experimental results and its analysis based on performance evaluation parameters. Bestandsnummer des Verkäufers 9786206781516
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Real Time Background Subtraction using CUDA Architecture
Verlag:
LAP LAMBERT Academic Publishing, 2023
ISBN 10: 6206781518
ISBN 13: 9786206781516
Neu
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Real Time Background Subtraction using CUDA Architecture
Verlag:
LAP LAMBERT Academic Publishing Sep 2023, 2023
ISBN 10: 6206781518
ISBN 13: 9786206781516
Neu
Taschenbuch
Anbieter: buchversandmimpf2000, Emtmannsberg, BAYE, Deutschland
Verkäuferbewertung 5 von 5 Sternen
Taschenbuch. Zustand: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book on 'Real Time Background Subtraction using CUDA Architecture' is written with a viewpoint of giving an exposure to the readers about complete process of Background subtraction (BGS) which is one of the important and crucial step of many computer vision applications such as airport shopping complexes, traffic monitoring system etc. where we want to segment out the foreground objects from the background of a video. Chapter 1 outlines the introduction of BGS and GPU along with technical challenges to develop a good background subtraction system. Chapter 2 describes detailed literature survey of existing systems whereas Chapter 3 presents different background subtraction techniques with their advantages and limitations. Chapter 4 highlights the technique of Thresholding and data validation step of foreground extraction process. Chapter 5 discusses implementation of system using GPU. It outlines the data flow diagrams of the system and the flow of data using CUDA architecture for parallel processing. In Chapter 6 we discussed various techniques of CUDA optimization. In Chapter 7, we demonstrated experimental results and its analysis based on performance evaluation parameters.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 52 pp. Englisch. Bestandsnummer des Verkäufers 9786206781516
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