Title :
A novel algorithm for detecting center of tropical cyclone in satellite infrared images
Author :
Jia Liu;Chuancai Liu;Boyang Wang;Danyu Qin
Author_Institution :
School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing 210094, China
fDate :
7/1/2015 12:00:00 AM
Abstract :
A novel algorithm is developed for the automatic detecting the center of tropical cyclones (TC) using the infrared (IR) images from geostationary satellites. Edge detection and density matrix are utilized to determine the center of TC. FY-2F IR images of two TC, Usagi (September 17-23, 2013) and Haiyan (November 3-12, 2013) have been analyzed using the proposed algorithm. Experimental results compared with the observed track given by the China Meteorological Administration (CMA) show that the proposed method provides accurate estimates of the cyclone center. The present algorithm has a potential to be applied in a automated mode and can be used to replace the manual center determination.
Keywords :
"Satellites","Tropical cyclones","Satellite broadcasting","Image edge detection","Radar tracking","Remote sensing"
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International
Electronic_ISBN :
2153-7003
DOI :
10.1109/IGARSS.2015.7325915