DocumentCode
2129067
Title
The cyberinfrastructure and image information mining
Author
Pradhan, Pushkar S. ; King, Roger L. ; Haupt, Tomasz ; Anantharaj, Valentine
Author_Institution
GeoResources Inst., Mississippi State Univ., MS, USA
Volume
1
fYear
2004
fDate
20-24 Sept. 2004
Lastpage
183
Abstract
A challenge for image information mining is the distributed nature of the resources necessary for accomplishing a specific query. The U.S. National Science Foundation has recognized the need for a cyberinfrastructure that connects hardware and software resources and experts around the globe to solve common problems. Such an infrastructure already exists for some Earth science disciplines. Grid computing and peer-to-peer computing are two approaches that may be used to build a cyberinfrastructure. In this paper we describe the unique features of each of them and compare them. The strengths and weaknesses of each are almost complementary and thus, consideration should be given toward using attributes of each in image information mining.
Keywords
cybernetics; data mining; geophysical signal processing; grid computing; peer-to-peer computing; remote sensing; Earth science discipline; US National Science Foundation; cyberinfrastructure; grid computing; hardware/software resource; image information mining; peer-to-peer computing; resource distribution; Collaboration; Distributed computing; Geoscience; Grid computing; Hardware; Image retrieval; Intelligent sensors; Peer to peer computing; Remote sensing; Soil moisture;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004 IEEE International
Print_ISBN
0-7803-8742-2
Type
conf
DOI
10.1109/IGARSS.2004.1368989
Filename
1368989
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