Title :
Retrieve seismic damages from remote sensing images by change detection algorithm
Author :
Dou, A.X. ; Zhang, J.F. ; Tian, Y.F.
Author_Institution :
Inst. of Crustal Dynamics, China Seismological Bureau, Beijing, China
Abstract :
This paper addresses the problem of seismic damage based on the remote sensing image change detection. Comparison technique has long been recognized as an accurate model to describe a variety of image characteristics. Here, we develop algorithms, subtraction and ratio based on a disjointed pixel, correlativity and comparability based on neighboring pixels, respectively. By choosing the suitable threshold to segment differences in resulting images, we perform the post-earthquake damage assessment. Finally, the high resolution images acquired pre-and post-earthquake are presented for illustration and performance evaluation, and satisfied result are gained.
Keywords :
earthquakes; image resolution; seismology; terrain mapping; change detection algorithm; disjointed pixel; high resolution images; image characteristics; post-earthquake damage assessment; remote sensing images; seismic damage; Change detection algorithms; Character recognition; Detection algorithms; Earthquakes; Image recognition; Image retrieval; Image segmentation; Pixel; Remote sensing; Seismology;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2003. IGARSS '03. Proceedings. 2003 IEEE International
Print_ISBN :
0-7803-7929-2
DOI :
10.1109/IGARSS.2003.1294457