DocumentCode
2069787
Title
Extracting Residential Area Information from Dual-SAR Image Based on Object-Oriented Technique
Author
Wang, Jian-Min ; Xie, Chun-Xi
Author_Institution
Sch. of Geomatics, Liaoning Tech. Univ., Fuxin, China
fYear
2009
fDate
17-19 Oct. 2009
Firstpage
1
Lastpage
4
Abstract
Quick and accurate extracting residential area information has important practical significance to plantation protection, city planning, and reasonable land use. Hence the paper introduces an innovative method about extracting residential area from dual polarization SAR image. First of All, create area object using region grow algorithm, secondly select residential area samples artificially and compute average covariance matrix of each type, then extract residential area objects based on Wishart distance. According to the above theory, design the corresponding procedure, and do experiment on dual polarization SAR image of a region, the result indicates that the method for residential area information extraction has higher precision, less calculations, faster speed than the existing ones.
Keywords
covariance matrices; information analysis; object-oriented methods; polarisation; synthetic aperture radar; Wishart distance; average covariance matrix; city planning; dual polarization SAR image; object oriented technique; plantation protection; reasonable land use; residential area information extraction; Backscatter; Buildings; Cities and towns; Covariance matrix; Data mining; Optical reflection; Polarization; Radar scattering; Shape; Synthetic aperture radar;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location
Tianjin
Print_ISBN
978-1-4244-4129-7
Electronic_ISBN
978-1-4244-4131-0
Type
conf
DOI
10.1109/CISP.2009.5300924
Filename
5300924
Link To Document