Liang, Wenjing und Hoja, Danielle und Schmitt, Michael und Stilla, Uwe (2011) Change Detection for Reconstruction Monitoring based on Very High Resolution Optical Data. TU München. JURSE 2011, 2011-04-11 - 2011-04-13, Munich, Germany.
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Kurzfassung
Change detection techniques are widely used in environmental monitoring, however, the issue of best suitability of change detection techniques for a specific application, even study area is still unanswered. In case of reconstruction monitoring, difference-based change detection methods are compared and evaluated in detecting changes on the study area Banda Aceh by using very high resolution optical data in this paper. They are classical image differencing, iteratively reweighted multivariate alteration detection (IR-MAD) and IR-MAD incorporating some textural features. The experimental results show that IR-MAD method has the best performance. Compared with manually acquired reference data, the change detection map produced by IR-MAD method is satisfying and promising.
elib-URL des Eintrags: | https://elib.dlr.de/69997/ | ||||||||||||||||||||
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Dokumentart: | Konferenzbeitrag (Vortrag, Paper) | ||||||||||||||||||||
Titel: | Change Detection for Reconstruction Monitoring based on Very High Resolution Optical Data | ||||||||||||||||||||
Autoren: |
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Datum: | 2011 | ||||||||||||||||||||
Referierte Publikation: | Ja | ||||||||||||||||||||
Open Access: | Ja | ||||||||||||||||||||
Gold Open Access: | Nein | ||||||||||||||||||||
In SCOPUS: | Nein | ||||||||||||||||||||
In ISI Web of Science: | Nein | ||||||||||||||||||||
Seitenbereich: | Seiten 1-4 | ||||||||||||||||||||
Verlag: | TU München | ||||||||||||||||||||
Status: | veröffentlicht | ||||||||||||||||||||
Stichwörter: | Change detection, reconstruction monitoring, very high resolution, optical satellite data | ||||||||||||||||||||
Veranstaltungstitel: | JURSE 2011 | ||||||||||||||||||||
Veranstaltungsort: | Munich, Germany | ||||||||||||||||||||
Veranstaltungsart: | internationale Konferenz | ||||||||||||||||||||
Veranstaltungsbeginn: | 11 April 2011 | ||||||||||||||||||||
Veranstaltungsende: | 13 April 2011 | ||||||||||||||||||||
Veranstalter : | GRSS / ISPRS / Technical University of Munich (TUM) | ||||||||||||||||||||
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): | W - Vorhaben Bildwissenschaften (alt) | ||||||||||||||||||||
Standort: | Oberpfaffenhofen | ||||||||||||||||||||
Institute & Einrichtungen: | Institut für Methodik der Fernerkundung > Photogrammetrie und Bildanalyse | ||||||||||||||||||||
Hinterlegt von: | Hoja, Dr.-Ing. Danielle | ||||||||||||||||||||
Hinterlegt am: | 14 Jun 2011 08:12 | ||||||||||||||||||||
Letzte Änderung: | 24 Apr 2024 19:35 |
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