Diffusion and fractional diffusion based image processing

J. M. Blackledge

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

    Abstract

    We consider the background to describing strong scattering in terms of diffusive processes based on the diffusion equation. Intermediate strength scattering is then considered in terms of a fractional diffusion equation which is studied using results from fractional calculus. This approach is justified in terms of the generalization of a random walk model with no statistical bias in the phase to a random walk that has a phase bias and is thus, only 'partially' or 'fractionally' diffusive. A Green's function solution to the fractional diffusion equation is studied and a result derived that provides a model for an incoherent image generated by light scattering from a tenuous random medium. Applications include image enhancement of star fields and other cosmological bodies imaged through interstellar dust clouds. An example of this application is given.

    Original languageEnglish
    Title of host publicationTheory and Practice of Computer Graphics 2009, TPCG 2009 - Eurographics UK Chapter Proceedings
    Pages233-240
    Number of pages8
    DOIs
    Publication statusPublished - 2009
    Event7th Theory and Practice of Computer Graphics Conference, TPCG 2009 - Cardiff, United Kingdom
    Duration: 17 Jun 200919 Jun 2009

    Publication series

    NameTheory and Practice of Computer Graphics 2009, TPCG 2009 - Eurographics UK Chapter Proceedings

    Conference

    Conference7th Theory and Practice of Computer Graphics Conference, TPCG 2009
    Country/TerritoryUnited Kingdom
    CityCardiff
    Period17/06/0919/06/09

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