DocumentCode :
2870886
Title :
The Applied Research of Remote Sensing Image Data Mining Architecture
Author :
Du Ping ; Yueshun, He
Author_Institution :
East China Inst. of Technol., Fuzhou, China
Volume :
1
fYear :
2009
fDate :
18-19 July 2009
Firstpage :
301
Lastpage :
303
Abstract :
As the spatial data complexity and its multifamily of application field, to get implicit and useful knowledge of space, it is necessary to study the integration issues of the spatial data and choose a suitable technology for data processing and analysis. In the paper, the characteristics of remote sensing image data were analyzed, the traditional data mining processes and architecture were analyzed and improved. A new process and architecture were presented for remote sensing image data mining based on data warehouse. On the basis of the work, we design a prototype system for data mining of the remote sensing image. We resolved and implemented the synergetic work in ingenious between the layers of the prototype system and between the components in the layer by the four-tier of J2EE architecture. Also, an implementation method was presented for the key technology.
Keywords :
data analysis; data mining; data warehouses; image processing; remote sensing; J2EE architecture; data analysis; data processing; data warehouse; remote sensing image data mining architecture; spatial data complexity; Data analysis; Data mining; Data warehouses; Feature extraction; Image analysis; Image databases; Relational databases; Remote sensing; Space technology; Spatial databases; Remote Sensing image; architecture; data mining;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Processing, 2009. APCIP 2009. Asia-Pacific Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-0-7695-3699-6
Type :
conf
DOI :
10.1109/APCIP.2009.83
Filename :
5197056
Link To Document :
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