Title :
Application of aspect angle normalized polsar images for urban building detection
Author :
Zhang, Lu ; Guo, Huadong ; Li, Xinwu ; Fu, Wenxue
Author_Institution :
Key Lab. of Digital Earth, Chinese Acad. of Sci., Beijing, China
Abstract :
Variation in the building aspect angle, defined as the angle between the flight direction of a satellite (azimuth direction) and the vertical wall of a building, is a significant cause of accuracy reduction in building detection and terrain classification from Polarimetric Synthetic Aperture POLSAR (POLSAR) images. However, the existing building detection methods usually are effective for the buildings with a limited aspect angle range. Considering the relationship between the aspect angle of the building and the orientation angle shift, an aspect angle normalization method is introduced to remove the disadvantageous influences caused by the aspect angle. From a comparison between the double-bounce building detection results of the original and aspect angle normalized RadarSat-2 data acquired in Beijing, China, buildings with any aspect angle can be detected effectively from aspect angle normalized data.
Keywords :
geophysical techniques; object detection; radar imaging; radar polarimetry; synthetic aperture radar; POLSAR image; aspect angle normalization method; azimuth direction; building aspect angle; orientation angle shift; polarimetric synthetic aperture image; satellite; urban building detection; vertical wall; Backscatter; Buildings; Earth; Optical filters; Radar; Scattering; Urban areas; Aspect angle normalization; Polarimetry; Urban building detection;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-9565-8
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2010.5652446