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Image-based correction for sensor viewing angle effects in airborne optical remote sensing imagery

Palubinskas, Gintautas und Müller, Rupert und Reinartz, Peter (2002) Image-based correction for sensor viewing angle effects in airborne optical remote sensing imagery. In: Proceedings of 5th International Airborne Remote Sensing Conference and Exhibition. 5th International Airborne Remote Sensing Conference and Exhibition, Miami, FL, 22-24.05.2002.

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Kurzfassung

We propose an empirical radiometric correction method for the effects, such as atmospheric effects and anisotropic reflection of the surface, in optical remote sensing data. These distortions are sensor viewing (scanning) angle dependent, thus they can be significant for data received from airborne sensors due to their wide field of view. The procedure is based solely on the digital image data and consists of several steps. First, the initial image region near nadir (minimal distortions) is clustered by an extended k-means algorithm, which automatically detects the clusters (surface types) in an image. Then, for each cluster an average line profile is calculated. These profiles (initially defined in a middle part of an image line) are extrapolated to the whole line of an image by a polynomial approximation. Finally, from these polynomial functions the linear regression over all clusters is build using the radiative transfer equation, which allows the radiometric correction for each viewing angle in an image relative to the reference angle, usually nadir. The procedure is iterative, that is the correction is first performed for a narrow part around the initial region. Then the procedure is initialized with this newly corrected image region and repeated until the whole image is corrected. The experiments for data acquired by airborne multispectral scanner DAEDALUS AADS 1268 ATM show the effectiveness of the proposed method especially for the mosaicking and classification applications.

Dokumentart:Konferenzbeitrag (Paper)
Zusätzliche Informationen: LIDO-Berichtsjahr=2002,
Titel:Image-based correction for sensor viewing angle effects in airborne optical remote sensing imagery
Autoren:
AutorenInstitution oder E-Mail-Adresse der Autoren
Palubinskas, GintautasNICHT SPEZIFIZIERT
Müller, RupertNICHT SPEZIFIZIERT
Reinartz, PeterNICHT SPEZIFIZIERT
Datum:2002
Erschienen in:Proceedings of 5th International Airborne Remote Sensing Conference and Exhibition
Herausgeber:
HerausgeberInstitution und/oder E-Mail-Adresse der Herausgeber
Veridian, NICHT SPEZIFIZIERT
Status:veröffentlicht
Stichwörter:Image-based atmospheric correction, sensor viewing angle effects, BRDF effects, airborne scanner data
Veranstaltungstitel:5th International Airborne Remote Sensing Conference and Exhibition, Miami, FL, 22-24.05.2002
Veranstalter :Veridian
HGF - Forschungsbereich:Verkehr und Weltraum (alt)
HGF - Programm:Weltraum (alt)
HGF - Programmthema:W EO - Erdbeobachtung
DLR - Schwerpunkt:Weltraum
DLR - Forschungsgebiet:W EO - Erdbeobachtung
DLR - Teilgebiet (Projekt, Vorhaben):NICHT SPEZIFIZIERT
Standort: Oberpfaffenhofen
Institute & Einrichtungen:Institut für Methodik der Fernerkundung
Hinterlegt von: Cornelia Roehl
Hinterlegt am:06 Feb 2006
Letzte Änderung:06 Jan 2010 22:10

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