DocumentCode :
2289149
Title :
Multisensor image fusion by frequency spectrum substitution: subband and multirate approaches for a 3:5 scale ratio case
Author :
Aiazzi, Bruno ; Alparone, Luciano ; Argenti, Fabrizio ; Baronti, Stefano ; Pippi, Ivan
Author_Institution :
Res. Inst. on Electromagn. Waves, CNR, Firenze, Italy
Volume :
6
fYear :
2000
fDate :
2000
Firstpage :
2629
Abstract :
This work proposes two general and formal solutions to the problem of multisensor image data fusion, and presents results on a specific case study concerning multispectral observations. The former method exploits the generalized Laplacian pyramid (GLP), which is a non-dyadic bandpass analysis structure unconstrained from the ground scales of the imaged data, to transplant high spatial frequency components from one image to another. The latter methods relies on uniform subband decomposition (USD) to allow spatial frequencies spectrum substitution as well. Results on fusion of Landsat TM (30 m resolution) and MOMS-2P (18 m) are presented and discussed
Keywords :
geophysical signal processing; geophysical techniques; image processing; multidimensional signal processing; remote sensing; sensor fusion; terrain mapping; Landsat TM; MOMS-2P; data fusion; frequency spectrum substitution; generalized Laplacian pyramid; geophysical measurement technique; image processing; land surface; multirate approach; multisensor image fusion; multispectral method; non-dyadic bandpass analysis; optical imaging; remote sensing; scale ratio; sensor fusion; spatial frequencies spectrum substitution; subband approach; terrain mapping; uniform subband decomposition; Electromagnetic scattering; Filters; Flowcharts; Frequency; Image analysis; Image fusion; Laplace equations; Remote sensing; Satellites; Spatial resolution;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2000. Proceedings. IGARSS 2000. IEEE 2000 International
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-6359-0
Type :
conf
DOI :
10.1109/IGARSS.2000.859663
Filename :
859663
Link To Document :
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