DocumentCode
2662811
Title
Classification of stricken residential houses by the mid niigata prefecture earthquake based on POLSAR image analysis
Author
Sato, Ryoichi ; Soma, Koji ; Yajima, Yuki ; Yamaguchi, Yoshio ; Yamada, Hiroyoshi
Author_Institution
Niigata Univ., Niigata
fYear
2007
fDate
23-28 July 2007
Firstpage
200
Lastpage
203
Abstract
This report attempts to apply a hybrid classification technique based on POLSAR image analysis to detect the man- made residential houses in a local mountainous area stricken by the Mid Niigata Prefecture Earthquake. The present hybrid scheme includes the scattered power decomposition method based on physical scattering nature and the scattering feature extraction method using polarimetric correlation coefficient. From the results of the image analysis for actual POLSAR data, it is verified that the present hybrid scheme provides us accurate classification of the man-made targets even in the severe mountainous
Keywords
building; earthquakes; feature extraction; image classification; radar polarimetry; remote sensing by radar; synthetic aperture radar; POLSAR image analysis; image classification; local mountainous area; man-made targets; mid Niigata Prefecture earthquake; polarimetric correlation coefficient; scattered power decomposition; scattering feature extraction; stricken residential houses; Cities and towns; Earthquake engineering; Educational technology; Feature extraction; Humans; Image analysis; Large-scale systems; Power engineering and energy; Radar scattering; Terrain factors; POLSAR; man-made target classification in stricken area; polarimetric correlation coefficient; scattered power decomposition;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007. IEEE International
Conference_Location
Barcelona
Print_ISBN
978-1-4244-1211-2
Electronic_ISBN
978-1-4244-1212-9
Type
conf
DOI
10.1109/IGARSS.2007.4422764
Filename
4422764
Link To Document