Title :
Change detection in urban context with multitemporal ERS-SAR images by using data fusion approach
Author :
Onana, V.P. ; Trouvé, E. ; Mauris, G. ; Rudant, J.P. ; Frison, P.-L.
Author_Institution :
Lab. ISIGE, Univ. de Douala, Cameroon
Abstract :
We propose in this paper, a new method for change detection in urban context with multitemporal SAR images. The method operates in two steps: change measures computation between the two SAR images, and the fusion of previous change measures with an interpretation measure, used as prior information, with the help of fuzzy subsets theory. This interpretation attribute comes from an optical image, across NDVI (Normalized Difference Vegetation Index). The proposed method is applied on two ERS-SAR images and one multispectral optical SPOT (2001) image of the urban area of Douala city, in order to appreciate changes between (1994) and (1999). The method allows the global change analysis in urban context at a pixel scale and at an area larger than a pixel.
Keywords :
geophysical signal processing; radar detection; radar imaging; remote sensing by radar; sensor fusion; spaceborne radar; synthetic aperture radar; vegetation mapping; Cameroon; Douala city; Normalized Difference Vegetation Index; data fusion; fuzzy subsets theory; global change analysis; multispectral optical SPOT image; multitemporal ERS-SAR images; optical image; pixel scale; urban context; Adaptive optics; Calibration; Image analysis; Image sensors; Optical computing; Optical noise; Optical sensors; Pixel; Remote sensing; Urban areas;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2003. IGARSS '03. Proceedings. 2003 IEEE International
Print_ISBN :
0-7803-7929-2
DOI :
10.1109/IGARSS.2003.1294883