DocumentCode :
465689
Title :
Locating the Typhoon Center from the IR Satellite Cloud Images
Author :
Pao, Tsang-Long ; Yeh, Jun-Heng ; Liu, Min-Yen ; Hsu, Yung-Chang
Author_Institution :
Tatung Univ., Taipei
Volume :
1
fYear :
2006
fDate :
8-11 Oct. 2006
Firstpage :
484
Lastpage :
488
Abstract :
The typhoon center location is important for weather forecast and typhoon analysis. However, the appearance of the typhoon center as viewed from the IR satellite cloud image will have different shape and size at different time. At the genesis stage, the center of a typhoon is quite ambiguous. When it reached to certain strength, there will be an eye appeared at the center. As the strength of the typhoon getting stronger, the eye tends to shrink in size and also becomes clearer. When the typhoon hit the land, its strength will decrease and the eye may disappear. Only well-trained meteorologists can identify the typhoon center from the satellite cloud image when there is no eye. Since the portion surrounding the eye will do the most damage, it is important to locate and track the center of a typhoon. In this paper, we proposed a novel approach that partitions the satellite cloud image into slices and use morphology operations and image classification methods to automatically locate the center of the typhoon with or without eye. We applied our approach to locate and track the center of different typhoons occurred in recent years and achieved high accuracy.
Keywords :
geophysical techniques; geophysics computing; image classification; storms; weather forecasting; IR satellite cloud images; image classification; meteorologists; typhoon analysis; typhoon center location; weather forecast; Clouds; Feature extraction; Image processing; Meteorology; Morphology; Satellites; Shape; Spirals; Typhoons; Weather forecasting;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
1-4244-0099-6
Electronic_ISBN :
1-4244-0100-3
Type :
conf
DOI :
10.1109/ICSMC.2006.384430
Filename :
4273877
Link To Document :
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