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CNR ExploRA
Article . 2007
Data sources: CNR ExploRA
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
Information Fusion
Article . 2007 . Peer-reviewed
License: Elsevier TDM
Data sources: Crossref
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IRIS Cnr
Article . 2007
Data sources: IRIS Cnr
DBLP
Article . 2007
Data sources: DBLP
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Remote sensing image fusion using the curvelet transform

Authors: Filippo Nencini; Andrea Garzelli; Stefano Baronti; Luciano Alparone;

Remote sensing image fusion using the curvelet transform

Abstract

This paper presents an image fusion method suitable for pan-sharpening of multispectral (MS) bands, based on nonseparable multiresolution analysis (MRA). The low-resolution MS bands are resampled to the fine scale of the panchromatic (Pan) image and sharpened by injecting highpass directional details extracted from the high-resolution Pan image by means of the curvelet transform (CT). CT is a nonseparable MRA, whose basis functions are directional edges with progressively increasing resolution. The advantage of CT with respect to conventional separable MRA, either decimated or not, is twofold. Firstly, directional detail coefficients matching image edges may be preliminarily soft-thresholded to achieve a noise reduction that is better than that obtained in the separable wavelet domain. Secondly, modeling of the relationships between high-resolution detail coefficients of the MS bands and of the Pan image is more fitting, being accomplished in the directional multiresolution domain. Experiments are carried out on very-high-resolution MS + Pan images acquired by the QuickBird and Ikonos satellite systems. Fusion simulations on spatially degraded data, whose original MS bands are available for reference, show that the proposed curvelet-based fusion method performs slightly better than the state-of-the art. Fusion tests at the full scale reveal that an accurate and reliable Pan-sharpening, little affected by local inaccuracies even in the presence of complex and detailed urban landscapes, is achieved by the proposed method.

Country
Italy
Keywords

550, Interband structure modeling (IBSM), Multispectral imagery, Ridgelet transform, 004, Curvelet transform, Satellite remote sensing, "A-trous" wavelet transform, Curvelet transform, Image fusion, Interband structure modeling (IBSM), Multispectral imagery, Multiresolution analysis, Pan-sharpening, Satellite remote sensing, Ridgelet transform, Image fusion, Pan-sharpening, A trous wavelet transform; Curvelet transform; Image fusion; Interband structure modeling (IBSM); Multispectral imagery; Multiresolution analysis; Pan-sharpening; Satellite remote sensing; Ridgelet transform, Multiresolution analysis, Image Fusion, "A-trous" wavelet transform

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    701
    popularity
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    Top 0.1%
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
701
Top 0.1%
Top 0.1%
Top 1%
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