Title :
A robust speckle reducing anisotropic diffusion
Author :
Tauber, Clovis ; Batatia, Hadj ; Ayache, Alain
Author_Institution :
IRIT UMR CNRS 5505, ENSEEIHT, Toulouse, France
Abstract :
This paper deals with anisotropic diffusion in images affected by speckle. Two existing methods are reviewed. The first is a robust diffusion technique, non adapted to speckle, based on the Tukey function. The second applies an isotropic diffusion to speckle but lacks robustness. The contribution of this paper is to create a robust anisotropic diffusion filter adapted to speckle. The proposed approach is based on the two reviewed methods and introduces an original diffusion tensor Experimentation results are presented and the performance of the three methods compared. The proposed algorithm shows significant enhancement.
Keywords :
diffusion; image enhancement; smoothing methods; speckle; Tukey function; anisotropic diffusion; contour preservation; diffusion tensor; image speckle; robust speckle reduction; smoothing quality; Additive noise; Anisotropic magnetoresistance; Biomedical imaging; Equations; Filtering; Filters; Robustness; Speckle; Tensile stress; Ultrasonic imaging;
Conference_Titel :
Image Processing, 2004. ICIP '04. 2004 International Conference on
Print_ISBN :
0-7803-8554-3
DOI :
10.1109/ICIP.2004.1418736