Title :
Urban monitoring and change detection of central Tokyo using high-resolution X-band SAR images
Author :
Liu, Wen ; Yamazaki, Fumio
Author_Institution :
Dept. of Urban Environ. Syst., Chiba Univ., Chiba, Japan
Abstract :
Urban areas grow and change rapidly all over the world. Hence, regular and up-to-date information on urban changes is required for urban planning and disaster management. In this study, two temporal TerraSAR-X images are used to monitor urban changes. The study area is focused on a part of central Tokyo, Japan. Firstly, the changes between two images are checked by color composition. Then the difference and the correlation coefficient between the two images are calculated with a sliding window. A new factor that combines the difference and the correlation coefficient is proposed to detect changed areas. Finally, two high resolution optical images are introduced to verify the accuracy of the detection results.
Keywords :
geophysical image processing; image colour analysis; image resolution; radar imaging; remote sensing by radar; synthetic aperture radar; terrain mapping; town and country planning; Japan; central Tokyo; change detection; color composition; correlation coefficient; disaster management; high resolution optical image; high-resolution X-band SAR images; sliding window; temporal TerraSAR-X image; urban area growth; urban change monitoring; urban planning; Adaptive optics; Backscatter; Buildings; Correlation; Image resolution; Optical imaging; Optical sensors; TerraSAR-X image; change detection; correlation coefficient; difference; high resolution optical image;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4577-1003-2
DOI :
10.1109/IGARSS.2011.6049587