DocumentCode
2580130
Title
A proposal of pipelined image processing in a grid environment
Author
Akiyama, Toyokazu ; Yamashita, Hiroshi ; Hara, Takahiro ; Kato, Seiichi ; Shimojo, Shinji ; Nishio, Shojiro
Author_Institution
Cybermedia Center, Osaka Univ., Japan
fYear
2004
fDate
26-30 Jan. 2004
Firstpage
596
Lastpage
601
Abstract
In the bio-medical research area, image processing for observed specimen is quite important for effective analysis. For example, 3D reconstruction processing to analyze the specimen structure is required for high performance 2D image observation equipments. It is difficult to preserve enough observation time for researchers on such premium devices. So thus, real time image analysis plays important role. Furthermore, large size data analysis is also required, because data size becomes larger as the resolution of the camera furnished for each device improves. These features require much more processing power and storage space. To realize a real time image processing for the stream data from each device, effective data staging architecture is required. In this paper, we propose architecture to handle stream data processing in a grid environment. We also propose a data staging optimization method using data partitioning.
Keywords
data analysis; grid computing; image processing; medical image processing; optimisation; pipeline processing; real-time systems; 2D image observation equipments; 3D reconstruction processing; bio-medical research area; camera resolution; data analysis; data partitioning; data processing; data size; data staging architecture; grid environment; observation time; observed specimen; pipelined image processing; premium devices; processing power; real time image analysis; specimen structure; storage space; stream data; Cameras; Data analysis; Data processing; Image analysis; Image processing; Image reconstruction; Optimization methods; Performance analysis; Proposals; Streaming media;
fLanguage
English
Publisher
ieee
Conference_Titel
Applications and the Internet Workshops, 2004. SAINT 2004 Workshops. 2004 International Symposium on
Print_ISBN
0-7695-2050-2
Type
conf
DOI
10.1109/SAINTW.2004.1268693
Filename
1268693
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