The purpose of this paper is to extend the theory of mathematical morphology to the paradigm of adaptive neighborhood, dealing with multiscale image processing. The basic idea in this approach is to substitute the extrinsically-defined fixed-shape, fixed-size structuring elements generally used for morphological operators, by intrinsically-defined variable shape, variable size structuring elements. These last ones should fit to the local multiscale features of the image, with respect to a selected criterion such as luminance, contrast, thickness, curvature, etc. The resulting operators, connected with regard to the 'luminance' criterion, perform a really spatially-adaptive morphological processing. Practically, different multiscale representations by alternating sequential filters with the usual operators, the usual operators by reconstruction and the adaptive operators are first exposed and discussed. In a second time, a hierarchical segmentation is built from adaptive sequential filters.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Multiscale image filtering and segmentation by means of adaptive neighborhood mathematical morphology


    Beteiligte:
    Debayle, J. (Autor:in) / Pinoli, J.-C. (Autor:in)


    Erscheinungsdatum :

    01.01.2005


    Format / Umfang :

    304026 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Multiscale Image Filtering and Segmentation by Means of Adaptive Neighborhood Mathematical Morphology

    Debayle, J. / Pinoli, J.-C. | British Library Conference Proceedings | 2005


    General Adaptive Neighborhood Choquet Image Filtering

    Debayle, J. | British Library Online Contents | 2009


    General Adaptive Neighborhood-Based Pretopological Image Filtering

    Debayle, J. | British Library Online Contents | 2011


    Adaptive Filtering Fuzzy C-means Image Segmentation with Inclusion Degree

    Wang, Hui / Zhou, Shuai / Yu, Lijun et al. | British Library Conference Proceedings | 2019


    Unsupervised multiscale image segmentation

    Kam, A.H. / Fitzgerald, W.J. | IEEE | 1999