Title :
Wetland cover information extraction research based on the multi-polar radar images and multi-spectrum optical images fusion
Author :
Wang, Jianmin ; Meng, Fanshuai ; Yu, Huan
Author_Institution :
Sch. of Geomatics, Liaoning Tech. Univ., Fuxin, China
Abstract :
The research takes Radarsat-2 multi-polarization radar images and ALOS multi-spectrum optical images for example, through the information filtering and extraction methods such as information quantity statistics and correlation matrix, we obtain the cognition of the spectral characteristics and detection performance of each polarization mode radar image, and select the optimal data for fusion and classification experiment. Using Brovey, PCA, HPF and Wavelet transformation methods to fuse, and adopting non-supervision, supervision and object-oriented method to carry out classification experiment, we explore the application of radar and optical remote sensing image fusion technology in the wetland area covers information extraction, which verifies the effectiveness and feasibility using radar and multi-spectral image fusion technology in the wetland cover information extraction.
Keywords :
ecology; optical images; radar imaging; remote sensing by radar; synthetic aperture radar; ALOS; Radarsat-2; information extraction; information filtering; multipolar radar images; multispectrum optical images fusion; optical remote sensing; wetland cover information extraction; Data mining; Laser radar; Optical imaging; Optical sensors; Radar imaging; Remote sensing; ALOS; Classification; Fusion; Radarsat-2; Wetlands;
Conference_Titel :
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6513-2
DOI :
10.1109/CISP.2010.5647835