DocumentCode :
469037
Title :
Resarch and application of image fusion technology in meteorological satellite
Author :
Ye, Xiao-Ling ; Ji, Wei ; Zhang, Ying-Chao ; Li, Wei ; Bai, Jie
Author_Institution :
NUIST, Nanjing
Volume :
3
fYear :
2007
fDate :
2-4 Nov. 2007
Firstpage :
980
Lastpage :
985
Abstract :
Aiming at the features of satellite images and the need of meteorology researches and transactions, it is proposed here to utilize the existing image fusion technologies to fuse the meteorological satellite images. Two image fusion methods, wavelet transformation and HIS transformation, are used here. NOAA/AVHRR images and EOS/MODIS images are studied as examples. It is proven that wavelet transformation reserves the spectrum information completely, pinpoints the edge information of observed objects in meteorological satellite images, makes it easy to judge the category and altitude of clouds and is feasible to fuse the satellite images in different channels from the same sensor. HIS transformation combines the spectrum features of high resolution images and low resolution images, adds the images´ spectrum features on the condition of reserving high resolution. So it is useful to identify the direction, area and detail information of object. This method is proven to be applicable to fuse the meteorological satellite images in different resolutions.
Keywords :
image fusion; image resolution; wavelet transforms; EOS/MODIS image; HIS transformation; NOAA/AVHRR image; image fusion; image resolution; meteorological satellite image; spectrum information; wavelet transformation; Clouds; Earth Observing System; Fuses; Image fusion; Image resolution; Image sensors; MODIS; Meteorology; Satellites; Sensor fusion; HIS transformation; image fusion; multi-spectrum; wavelet transformation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wavelet Analysis and Pattern Recognition, 2007. ICWAPR '07. International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-1065-1
Electronic_ISBN :
978-1-4244-1066-8
Type :
conf
DOI :
10.1109/ICWAPR.2007.4421573
Filename :
4421573
Link To Document :
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