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Data Management and Internet Computing for Image/Pattern Analysis

Data Management and Internet Computing for Image/Pattern Analysis

Paperback

Series: The International Asian Studies in Computer and Information Science, Book 11

Medical ReferenceGeneral Computers

ISBN10: 1461355982
ISBN13: 9781461355984
Publisher: Springer Nature
Published: Nov 9 2012
Pages: 367
Weight: 1.19
Height: 0.80 Width: 6.14 Depth: 9.21
Language: English
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.

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