Title :
Imaging reconstruction for light scattering from a tenuous random medium
Author_Institution :
Sch. of Electr. Eng. Syst., Dublin Inst. of Technol., Dublin, Ireland
Abstract :
We consider the basis for 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.
Keywords :
Green´s function methods; astronomical image processing; cosmic dust; diffusion; image enhancement; image reconstruction; interstellar matter; light scattering; stars; Green´s function solution; cosmological bodies; diffusive processes; fractional calculus; fractional diffusion equation; image enhancement; image reconstruction; intermediate strength scattering; interstellar dust clouds; light scattering; random walk model; star fields; tenuous random medium; Fractional Diffusion; Image Processing; Tenuous Random Media;
Conference_Titel :
Signals and Systems Conference (ISSC 2009), IET Irish
Conference_Location :
Dublin
DOI :
10.1049/cp.2009.1714