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A transferable and stable object oriented classification approach in various urban areas and various high resolution sensors

Taubenböck, Hannes and Roth, Achim (2007) A transferable and stable object oriented classification approach in various urban areas and various high resolution sensors. In: URS/URBAN Conference, CD-ROM. Urban Remote Sensing Joint Event, [2007-04-11 - 2007-04-13, Paris, France.

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Abstract

High resolution imagery enables a detailed analysis of the small scale and heterogeneous urban environment. A modular object-oriented classification methodology has been developed for the sensors IKONOS and QuickBird. The paper focuses on a modular concept that aims at stable transferability with fast and easy adjustment possibilities on the particular urban structure or the particular spectral features. The chronologic workflow from the segmentation optimization, the fuzzy concept of classification and the final classification results are presented. Study areas are the opposed urban areas of megacity Istanbul, Turkey and the planned small town of Wuda, China. A validation has been carried out for both urban areas for an assessment of the methodology and a performance of the transfer.

Document Type:Conference or Workshop Item (Paper)
Title:A transferable and stable object oriented classification approach in various urban areas and various high resolution sensors
Authors:
AuthorsInstitution or Email of Authors
Taubenböck, HannesUNSPECIFIED
Roth, AchimUNSPECIFIED
Date:11 April 2007
Journal or Publication Title:URS/URBAN Conference
Refereed publication:No
In SCOPUS:No
In ISI Web of Science:No
Page Range:CD-ROM
Status:Published
Keywords:Urban Remote Sensing, High resolution satellite data, Object-oriented classification
Event Title:Urban Remote Sensing Joint Event
Event Location:Paris, France
Event Type:international Conference
Event Dates:[2007-04-11 - 2007-04-13
HGF - Research field:Aeronautics, Space and Transport (old)
HGF - Program:Space (old)
HGF - Program Themes:W EO - Erdbeobachtung
DLR - Research area:Space
DLR - Program:W EO - Erdbeobachtung
DLR - Research theme (Project):W - Vorhaben Geowissenschaftl. Fernerkundungs- und GIS-Verfahren (old)
Location: Oberpfaffenhofen
Institutes and Institutions:German Remote Sensing Data Center > Environment and Security > Environment and Geoinformation
Deposited By: Dr. Hannes Taubenböck
Deposited On:07 May 2007
Last Modified:27 Apr 2009 13:39

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