DocumentCode :
442690
Title :
Segmentation of coherence maps for flood damage assessment
Author :
Giordano, Ferdinando ; Goccia, Marcello ; Dellepiane, Silvana
Author_Institution :
Dept. of Biophys. & Electron. Eng., Genoa Univ., Italy
Volume :
2
fYear :
2005
fDate :
11-14 Sept. 2005
Abstract :
Multitemporal coherence map has been successfully used for various types of surface characterized by the same level of interferometric correlation. This paper examines the possible benefits of this source of information to detect the damages caused by the flooding of rivers and lakes. As test case the Yangtze river flooding of summer 1998 was chosen. The interferometric coherence map was obtained using ERS tandem mission images during the flood and a pair dating December 1995. The low level of water surface coherence allows to segment the flooded areas in an easy way with respect to the method which exploits the backscatter intensity. The approach proposed is based on fuzzy connectivity concepts of the flooded areas with reference to the original river bed.
Keywords :
floods; fuzzy set theory; image segmentation; radar imaging; rivers; synthetic aperture radar; backscatter intensity; damage detection; fuzzy connectivity concepts; interferometric correlation; multitemporal coherence maps segmentation; river flood damage assessment; Clouds; Data mining; Earth; Floods; Image segmentation; Information resources; Lakes; Remote sensing; Rivers; Synthetic aperture radar interferometry; SAR interferometry; flood area detection; fuzzy connectivity; segmentation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN :
0-7803-9134-9
Type :
conf
DOI :
10.1109/ICIP.2005.1530034
Filename :
1530034
Link To Document :
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