Data management and internet computing for image/pattern analysis
By: by David Zhang, Xiaobo Li, Zhiyong Liu
Contributors: Li, Xiaobo; Liu, Zhiyong
Series: The International Series on Asian Studies in Computer and Information Science, 1566-0710 -- 11; Kluwer international series on Asian studies in computer and information science -- 11.
Publisher: Springer US
Published: 2001
Place of publication: Boston, MA
Language: eng
Format: [electronic resource]
Number of pages: 384
ISBN-13: 9781461515272
Description: "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.