TY - GEN
T1 - Diffusion and fractional diffusion based image processing
AU - Blackledge, J. M.
PY - 2009
Y1 - 2009
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=84878680011&partnerID=8YFLogxK
U2 - 10.2312/LocalChapterEvents/TPCG/TPCG09/233-240
DO - 10.2312/LocalChapterEvents/TPCG/TPCG09/233-240
M3 - Conference contribution
AN - SCOPUS:84878680011
SN - 9783905673715
T3 - Theory and Practice of Computer Graphics 2009, TPCG 2009 - Eurographics UK Chapter Proceedings
SP - 233
EP - 240
BT - Theory and Practice of Computer Graphics 2009, TPCG 2009 - Eurographics UK Chapter Proceedings
T2 - 7th Theory and Practice of Computer Graphics Conference, TPCG 2009
Y2 - 17 June 2009 through 19 June 2009
ER -