DocumentCode
463521
Title
Stabilized Anisotropic Diffusions
Author
Sum, A.K.W. ; Cheung, P.Y.S.
Author_Institution
Dept. of Electr. & Electron. Eng., Hong Kong Univ., China
Volume
1
fYear
2007
fDate
15-20 April 2007
Abstract
Anisotropic diffusion is an iterative process which provides efficient signal smoothing with feature preserving capabilities. However, the traditional anisotropic diffusion algorithms are highly sensitive to the number of iterations. In this paper, we introduce a novel method in the diffusion formulations to stabilize the diffusion results. It is generally applicable to most of the anisotropic diffusion algorithms, and the experimental results show that the stabilized algorithms provide improved results.
Keywords
diffusion; iterative methods; signal processing; smoothing methods; anisotropic diffusions; diffusion stabilization; iterative process; signal smoothing; Adaptive filters; Anisotropic magnetoresistance; Degradation; Diffusion processes; Image enhancement; Iterative algorithms; Nonlinear filters; Partial differential equations; Signal processing; Smoothing methods; Anisotropic diffusion; image enhancement; partial differential equation; signal restoration; total variation;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location
Honolulu, HI
ISSN
1520-6149
Print_ISBN
1-4244-0727-3
Type
conf
DOI
10.1109/ICASSP.2007.366006
Filename
4217178
Link To Document