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.

Multisensor image fusion by frequency spectrum substitution: subband and multirate approaches for a 3:5 scale ratio case

Bruno Aiazzi;Luciano Alparone;Stefano Baronti;Ivan Pippi
2000

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.
2000
Istituto di Fisica Applicata - IFAC
Inglese
Proceedings of IEEE IGARSS 2000: Taking the Pulse of the Planet: The Role of Remote Sensing in Managing the Environment
IEEE IGARSS 2000, IEEE 2000 International Geoscience and Remote Sensing Symposium
6
2629
2631
3
0-7803-6359-0
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=859663
IEEE-Institute Of Electrical And Electronics Engineers Inc.
Piscataway
STATI UNITI D'AMERICA
Sì, ma tipo non specificato
24-28 Luglio 2000
Honolulu, HI, USA
Multisensor image data fusion
frequency spectrum substitution
generalized Laplacian pyramid
non-dyadic bandpass analysis
uniform subband decomposition
4
none
Bruno Aiazzi; Luciano Alparone; Fabrizio Argenti; Stefano Baronti; Ivan Pippi
273
info:eu-repo/semantics/conferenceObject
04 Contributo in convegno::04.01 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/223340
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