DocumentCode :
2545555
Title :
Reconstruction of typhoon path and cloud image from descriptors
Author :
Yeh, Jun-Heng ; Pao, Tsang-Long ; Lee, Chung-Lang ; Lai, Wei-Ta
Author_Institution :
Tatung Univ., Taipei
fYear :
2007
fDate :
7-10 Oct. 2007
Firstpage :
2097
Lastpage :
2101
Abstract :
In this paper, we propose a novel method to reconstruct the path and contour of a typhoon in a satellite image using mathematical morphology and descriptors. Generally, it is hard to depict the contour and path of a typhoon by a simple way in the satellite images. Especially, if we would like to track changes of a typhoon in the visual successive movement form on a browser or mobile device through the network in real time, it is necessary to reduce the resolution of satellite images. Our proposed method makes it possible to carry out such a task without complicated computing. First, we apply features extracted from the infrared (IR) satellite cloud images to identify and locate typhoons automatically. Next, we reconstruct an approximate contour and reliable movement path of a typhoon by cloud pattern descriptors. Our proposed method simplifies the feature representation of a typhoon shape and improves the efficiency of the typhoon contour reconstruction. Moreover, the proposed method can be applied to improve analysis and prediction of typhoon trace. We used our proposed method to track typhoon paths and reconstruct typhoon contour images occurred in recent years and achieved some satisfactory results.
Keywords :
atmospheric movements; atmospheric techniques; clouds; feature extraction; geophysical signal processing; image reconstruction; image representation; image resolution; remote sensing; storms; cloud image reconstruction; cloud pattern descriptor; feature extraction; infrared satellite cloud image; mathematical morphology; satellite image resolution; typhoon contour reconstruction; typhoon path reconstruction; Clouds; Feature extraction; Image reconstruction; Image resolution; Infrared imaging; Morphology; Satellites; Shape; Tracking; Typhoons;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2007. ISIC. IEEE International Conference on
Conference_Location :
Montreal, Que.
Print_ISBN :
978-1-4244-0990-7
Electronic_ISBN :
978-1-4244-0991-4
Type :
conf
DOI :
10.1109/ICSMC.2007.4413952
Filename :
4413952
Link To Document :
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