Title :
Knowledge based information mining for urban classification using multispectral high resolution images
Author :
Vaduva, Corina ; Patrascu, Carmen ; Popescu, Anca A. ; Faur, Daniela ; Gavat, Inge ; Datcu, Mihai
Author_Institution :
Appl. Electron. & Inf. Eng. Dept., Univ. Politeh. of Bucharest (UPB), Bucharest, Romania
fDate :
June 30 2011-July 1 2011
Abstract :
Space imagery offers great support in various types of applications. The huge amount of information provided in a remote sensed manner facilitates the analysis of Earth surface. The image content classification is one of the first steps to follow in the data mining process. After forty years of research, this is still a topical and challenging issue. With the improving of the acquisition sensors specifications, the user requirements became more exacting. In order to give a proper solution to this problem, the present paper combines an intelligent knowledge-based information mining system with multispectral high resolution imagery. The presented application intends to provide a user-based classification for the urban area of Bucharest, Romania.
Keywords :
data mining; geophysical image processing; image classification; knowledge based systems; remote sensing; Bucharest; Earth surface analysis; Romania; acquisition sensors specifications; data mining process; image content classification; intelligent knowledge-based information mining system; multispectral high resolution images; space imagery; urban classification; Data mining; Earth; Feature extraction; Image resolution; Remote sensing; Satellites; Semantics;
Conference_Titel :
Signals, Circuits and Systems (ISSCS), 2011 10th International Symposium on
Conference_Location :
lasi
Print_ISBN :
978-1-61284-944-7
DOI :
10.1109/ISSCS.2011.5978723
