Implementation and experience of nationwide automatic satellite images registration system

Mikael Holm, Eija Parmes, Arto Vuorela

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

    Abstract

    A system for automatic ground control point measurement and rectification of satellite images to a nationwide reference database has been developed at VTT. The method is based on feature based matching. The reference database consists of about two hundred thousand features covering the whole Finland. The features are islands and lakes extracted from the nationwide Land Use Classification, produced from Landsat TM - images by the National Land Survey of Finland. Lakes and islands are extracted from the satellite image to be rectified. Their attributes are compared to those in the reference database. Using feature based matching and robust estimation a few hundred ground control points of subpixel accuracy are selected to the rectifi-cation. Images of different resolution can be measured automatically using this system. It has been tested with SPOT, Landsat TM and NOAA AVHRR imagery. The search for control points takes only a few minutes per satellite image. The accuracy of the result has proved to be at least as good as when measuring the control points manually. The method is analysed by the parallaxes between the reference features and the rectified images.
    Original languageEnglish
    Title of host publicationImage and Signal Processing for Remote Sensing
    EditorsJack Desachy
    Place of PublicationBellingham
    PublisherInternational Society for Optics and Photonics SPIE
    ISBN (Print)978-0-8194-1645-2
    DOIs
    Publication statusPublished - 1995
    MoE publication typeA4 Article in a conference publication
    EventInternational Symposium on Satellite and Remote Sensing - Rome, Italy
    Duration: 26 Sep 199430 Sep 1994

    Publication series

    SeriesProceedings of SPIE
    Volume2315
    ISSN0277-786X

    Conference

    ConferenceInternational Symposium on Satellite and Remote Sensing
    CountryItaly
    CityRome
    Period26/09/9430/09/94

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  • Cite this

    Holm, M., Parmes, E., & Vuorela, A. (1995). Implementation and experience of nationwide automatic satellite images registration system. In J. Desachy (Ed.), Image and Signal Processing for Remote Sensing International Society for Optics and Photonics SPIE. Proceedings of SPIE, Vol.. 2315 https://doi.org/10.1117/12.196736