A model driven approach to extract buildings from multi-view aerial imagery

Lieuwe Jan Spreeuwers, K. Schutte, Klamer Schutte, Z. Houkes

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    Abstract

    This paper describes a system for analysis of aerial images of urban areas using multiple images from different viewpoints and its evaluation. The proposed approach combines bottom-up and top-down processing. In this paper the emphasis is on the discussion of the experimental evaluation. To evaluate statistically the performance of the system, a set of 100 realisations of 5 images from different viewpoints was used, which was generated by combining real and ray-traced images. The experiments show a significant improvement of reliability and accuracy if multi-view imagery is used instead of single-view.
    Original languageUndefined
    Title of host publicationProceedings of the 2nd Ascona Workshop 1997, Automatic Extraction of Man-Made Objects from Aerial and Images II
    Place of PublicationBasel
    PublisherBirkhäuser
    Pages109-118
    Number of pages10
    ISBN (Print)978-3-7643-5788-7
    Publication statusPublished - 1997
    EventAutomatic Extraction of Man-Made Objects from Aerial and Images (II): 2nd Ascona Workshop 1997 - Ascona, Switzerland
    Duration: 5 May 19975 May 1997

    Publication series

    Name
    PublisherBirkhäuser Verlag

    Workshop

    WorkshopAutomatic Extraction of Man-Made Objects from Aerial and Images (II)
    CountrySwitzerland
    CityAscona
    Period5/05/975/05/97

    Keywords

    • METIS-113453
    • EWI-14280
    • IR-65165
    • SCS-Safety

    Cite this

    Spreeuwers, L. J., Schutte, K., Schutte, K., & Houkes, Z. (1997). A model driven approach to extract buildings from multi-view aerial imagery. In Proceedings of the 2nd Ascona Workshop 1997, Automatic Extraction of Man-Made Objects from Aerial and Images II (pp. 109-118). Basel: Birkhäuser.