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
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;
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
DOI :
10.1109/CISP.2009.5300924