DocumentCode :
2645419
Title :
Kvisimine applied to problems in geographical information system
Author :
Patel, Sarita ; Chaurse, Deepa
Author_Institution :
Comput. Sceince & Eng., Technocrats Inst. of Tech., Bhopal, India
Volume :
1
fYear :
2010
fDate :
17-19 Sept. 2010
Abstract :
Images are highly complex multidimensional signals, with rich and complicated information content in geographical information system. For this reason they are difficult to analyze through a unique automated approach. However a KVISIMINE scheme is helpful for the understanding of image content and data content. In this paper, describes an application K-MEAN clustering algorithm and image information mining for exploration of image information and large volumes data. Geographical Information System, is any system that captures, stores, analyzes, manages, and presents data that are linked to location. Technically, a GIS is a system that includes mapping software and its application to remote sensing, land surveying, aerial photography, mathematics, geography, and tools that can be implemented with GIS software Building a GIS is a fruitful area if one likes the challenge of having difficult technical problems to solve. Some problems have been solved in other technologies such as CAD or database management. However, GIS throws up new demands, therefore requiring new solutions. In this paper we have examine difficult problems, and to be solved and gives some indication of the state of the art of current solutions.
Keywords :
data mining; geographic information systems; geophysical image processing; image retrieval; image segmentation; multidimensional signal processing; pattern clustering; KVISIMINE scheme; aerial photography; geographical information system; image information; information mining; land surveying; multidimensional signal; remote sensing; software mapping; technical problem; Design automation; Geographic Information Systems; Image segmentation; Information systems; Navigation; Optical imaging; Solid modeling; GIS; K-MEAN Clustering; S-PLUS; Visimine;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Educational and Information Technology (ICEIT), 2010 International Conference on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-8033-3
Electronic_ISBN :
978-1-4244-8035-7
Type :
conf
DOI :
10.1109/ICEIT.2010.5607752
Filename :
5607752
Link To Document :
بازگشت