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Interactive Spectral Band Discovery for Exploratory Visual Analysis of Satellite Images

Bratasanu, Dragos and Nedelcu, Ion and Datcu, Mihai (2012) Interactive Spectral Band Discovery for Exploratory Visual Analysis of Satellite Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 5 (1), pp. 207-224. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/JSTARS.2011.2169772 ISSN 1939-1404

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Official URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6072276

Abstract

This paper advocates an automatic technique to discover the optimum combination of three spectral features of a multispectral satellite image that enhance visualization of learned targets/objects. The method is an application-free, single-click user effort, spectrally and spatially balanced, fast-response, low-cost, information-based feature selector that comes to optimize maybe the most important problem in the computer-assisted work of the human operator: visualization of target areas.

Item URL in elib:https://elib.dlr.de/75760/
Document Type:Article
Title:Interactive Spectral Band Discovery for Exploratory Visual Analysis of Satellite Images
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Bratasanu, DragosROSAUNSPECIFIED
Nedelcu, IonROSAUNSPECIFIED
Datcu, MihaiDLRUNSPECIFIED
Date:February 2012
Journal or Publication Title:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
Volume:5
DOI : 10.1109/JSTARS.2011.2169772
Page Range:pp. 207-224
Publisher:IEEE - Institute of Electrical and Electronics Engineers
ISSN:1939-1404
Status:Published
Keywords:Feature selection, R-G-B display, mutual information, visual image analysis, visualization
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: Schwarz, Gottfried
Deposited On:25 May 2012 08:33
Last Modified:08 Mar 2018 18:31

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