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Joint Quality Measure for Evaluation of Pansharpening Accuracy

Palubinskas, Gintautas (2015) Joint Quality Measure for Evaluation of Pansharpening Accuracy. Remote Sensing, 7 (7), pp. 9292-9310. Multidisciplinary Digital Publishing Institute (MDPI). DOI: 10.3390/rs70709292 ISSN 2072-4292

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Official URL: http://www.mdpi.com/2072-4292/7/7/9292

Abstract

A new Joint Quality Measure (JQM), which is a sole measure, is proposed for quality ranking of pansharpening methods. It is based on a newly proposed Composite similarity measure, which consists of Means, Standard deviations and Correlation coefficient (CMSC), and is translation invariant with respect to means and standard deviations. The JQM itself consists of a weighted sum of two terms. The first term is measured between a low pass filtered pansharpened image and original multispectral image at a reduced/low resolution scale. The second term is measured between the intensity calculated from spectrally weighted pansharpened multispectral image and original panchromatic image in a high resolution scale. Experimental results show advantages of a new measure, JQM, for quality assessment of pansharpening methods on the one hand, and drawbacks or unexpected properties of the already known measure, Quality with No Reference (QNR), on the other hand.

Item URL in elib:https://elib.dlr.de/97444/
Document Type:Article
Title:Joint Quality Measure for Evaluation of Pansharpening Accuracy
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Palubinskas, Gintautasgintautas.palubinskas (at) dlr.deUNSPECIFIED
Date:21 July 2015
Journal or Publication Title:Remote Sensing
Refereed publication:Yes
Open Access:Yes
Gold Open Access:Yes
In SCOPUS:Yes
In ISI Web of Science:No
Volume:7
DOI :10.3390/rs70709292
Page Range:pp. 9292-9310
Editors:
EditorsEmail
Thenkabail, Prasad S.thenkabail@gmail.com
Publisher:Multidisciplinary Digital Publishing Institute (MDPI)
ISSN:2072-4292
Status:Published
Keywords:image fusion; multi-resolution; low pass filtering; quality assessment; similarity measure
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Erdbeobachtung
DLR - Research theme (Project):R - Vorhaben hochauflösende Fernerkundungsverfahren
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > Photogrammetry and Image Analysis
Deposited By: Palubinskas, Dr.math. Gintautas
Deposited On:22 Jul 2015 15:20
Last Modified:21 Sep 2019 05:05

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