Data Management and Internet Computing for Image/Pattern Analysis

David D. Zhang

ISBN 10: 0792374568 / ISBN 13: 9780792374565

Verlag: Springer, 2001

Beschreibung

pp. 388. Bestandsnummer des Verkäufers 26921876

Bibliografische Details

Titel: Data Management and Internet Computing for ...

Verlag: Springer

Erscheinungsdatum: 2001

Einband: Hardcover

Zustand: New

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Inhaltsangabe:

Data Management and Internet Computing for Image/Pattern Analysis focuses on the data management issues and Internet computing aspect of image processing and pattern recognition research. The book presents a comprehensive overview of the state of the art, providing detailed case studies that emphasize how image and pattern (IAP) data are distributed and exchanged on sequential and parallel machines, and how the data communication patterns in low- and higher-level IAP computing differ from general numerical computation, what problems they cause and what opportunities they provide. The studies also describe how the images and matrices should be stored, accessed and distributed on different types of machines connected to the Internet, and how Internet resource sharing and data transmission change traditional IAP computing.
Data Management and Internet Computing for Image/Pattern Analysis is divided into three parts: the first part describes several software approaches to IAP computing, citing several representative data communication patterns and related algorithms; the second part introduces hardware and Internet resource sharing in which a wide range of computer architectures are described and memory management issues are discussed; and the third part presents applications ranging from image coding, restoration and progressive transmission.
Data Management and Internet Computing for Image/Pattern Analysis is an excellent reference for researchers and may be used as a text for advanced courses in image processing and pattern recognition.