Diffusion processes which are widely used in low level vision are presented as a result of an underlying stochastic process. The short-time non-linear diffusion is interpreted as a Fokker-Planck equation which governs the evolution in time of a probability distribution for a Brownian motion on a Riemannian surface. The non linearity of the diffusion has a direct relation to the geometry of the surface. A short time kernel to the diffusion as well as generalizations are found.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Stochastic processes in vision: from Langevin to Beltrami


    Beteiligte:
    Sochen, N.A. (Autor:in)


    Erscheinungsdatum :

    01.01.2001


    Format / Umfang :

    492876 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Stochastic Processes in Vision: From Langevin to Beltrami

    Sochen, N. / IEEE | British Library Conference Proceedings | 2001



    On Affine Invariance in the Beltrami Framework for Vision

    Sochen, N. / Institute of Electrical and Electronics Engineers | British Library Conference Proceedings | 2001



    Beltrami-Strömung auf Kugelflächen

    Voronjec, Dimitrije | TIBKAT | 1969