Numerical optimisation in spot detector design

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    Abstract

    Spots are image details resulting from objects, the projections of which are so small that the inner structure of these objects cannot be resolved from their image. Spot detectors are image operators aiming at the detection and localisation of spots in the image. Most spot detectors can be tuned with parameters. This paper addresses the problem of how to select the parameters. We propose to use carefully designed test images, a performance measure, and numerical optimisation techniques to solve this problem. Several optimisation methods are compared, and their adequacy for spot detector design is tested.
    Original languageEnglish
    Pages (from-to)1091-1097
    Number of pages7
    JournalPattern recognition letters
    Volume18
    Issue number11-13
    DOIs
    Publication statusPublished - 1997
    EventPattern Recognition in Practice V, 1997 - Vlieland, Netherlands
    Duration: 4 Jun 19976 Jun 1997
    Conference number: 5

    Keywords

    • SCS-Safety

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