Optic Disk Localization for Gray-Scale Retinal Images Based on Patch Filtering View Full Text


Ontology type: schema:Chapter     


Chapter Info

DATE

2014

AUTHORS

F. Sattar , Aurélio Campilho , M. Kamel

ABSTRACT

In this paper, an optic disk (OD) localization method is proposed for the retinal images based on a novel patch filtering approach. The patch filtering has been performed sequentially based on clustering in two stages. In the first stage, the patches are selected exploiting an ’isotropic’ measure based on the ratio of maximum and minimum eigenvalues of the moment matrix representing the structure tensor. In the second stage, the patch filtering is based on the saliency measure. Finally, the optic disk is located from the centroids of the selected patches. Promising results are obtained for the low-contrast pathological retinal images using STARE database providing high localization accuracy. More... »

PAGES

277-284

References to SciGraph publications

  • 2010. Retinal Images: Optic Disk Localization and Detection in IMAGE ANALYSIS AND RECOGNITION
  • Book

    TITLE

    Image Analysis and Recognition

    ISBN

    978-3-319-11754-6
    978-3-319-11755-3

    Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/978-3-319-11755-3_31

    DOI

    http://dx.doi.org/10.1007/978-3-319-11755-3_31

    DIMENSIONS

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