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

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

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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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.
    Spreeuwers, Lieuwe Jan ; Schutte, K. ; Schutte, Klamer ; Houkes, Z. / A model driven approach to extract buildings from multi-view aerial imagery. Proceedings of the 2nd Ascona Workshop 1997, Automatic Extraction of Man-Made Objects from Aerial and Images II. Basel : Birkhäuser, 1997. pp. 109-118
    @inproceedings{d776a5020c484a54bdd7beafeb3961d4,
    title = "A model driven approach to extract buildings from multi-view aerial imagery",
    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.",
    keywords = "METIS-113453, EWI-14280, IR-65165, SCS-Safety",
    author = "Spreeuwers, {Lieuwe Jan} and K. Schutte and Klamer Schutte and Z. Houkes",
    year = "1997",
    language = "Undefined",
    isbn = "978-3-7643-5788-7",
    publisher = "Birkh{\"a}user",
    pages = "109--118",
    booktitle = "Proceedings of the 2nd Ascona Workshop 1997, Automatic Extraction of Man-Made Objects from Aerial and Images II",
    address = "Switzerland",

    }

    Spreeuwers, LJ, 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. Birkhäuser, Basel, pp. 109-118, Automatic Extraction of Man-Made Objects from Aerial and Images (II), Ascona, Switzerland, 5/05/97.

    A model driven approach to extract buildings from multi-view aerial imagery. / Spreeuwers, Lieuwe Jan; Schutte, K.; Schutte, Klamer; Houkes, Z.

    Proceedings of the 2nd Ascona Workshop 1997, Automatic Extraction of Man-Made Objects from Aerial and Images II. Basel : Birkhäuser, 1997. p. 109-118.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    TY - GEN

    T1 - A model driven approach to extract buildings from multi-view aerial imagery

    AU - Spreeuwers, Lieuwe Jan

    AU - Schutte, K.

    AU - Schutte, Klamer

    AU - Houkes, Z.

    PY - 1997

    Y1 - 1997

    N2 - 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.

    AB - 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.

    KW - METIS-113453

    KW - EWI-14280

    KW - IR-65165

    KW - SCS-Safety

    M3 - Conference contribution

    SN - 978-3-7643-5788-7

    SP - 109

    EP - 118

    BT - Proceedings of the 2nd Ascona Workshop 1997, Automatic Extraction of Man-Made Objects from Aerial and Images II

    PB - Birkhäuser

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    ER -

    Spreeuwers LJ, Schutte K, Schutte K, Houkes Z. 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. Basel: Birkhäuser. 1997. p. 109-118