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
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