DocumentCode
2541548
Title
Low-contrast Edge Enhancing Anisotropic Diffusion for Speckle Reduction
Author
Zhang, Yongde ; Ding, Mingyue
Author_Institution
Dept. of Biomed. Eng., China Med. Univ., Shenyang, China
fYear
2010
fDate
13-15 Dec. 2010
Firstpage
703
Lastpage
708
Abstract
This paper deals with anisotropic diffusion in image affected by speckle. The classical SRAD can remove speckle efficiently, but blur the low-contrast edges. To solve this problem, a low-contrast edge enhancement method based on anisotropic diffusion for speckle reducing is present. The method extends the SRAD to a matrix anisotropic diffusion, and suppresses the diffusion across edges while encourages diffusion along edges. Experimental results showed that the proposed method can suppress the speckle and protect low-contrast edges efficiently.
Keywords
edge detection; image enhancement; image restoration; speckle; classical SRAD; low contrast edge blur; low contrast edge enhancing anisotropic diffusion; matrix anisotropic diffusion; speckle reduction; speckle suppression; Anisotropic magnetoresistance; Image edge detection; Low pass filters; Signal to noise ratio; Speckle; Tensile stress; Anisotropic diffusion; diffusion tensor; speckle;
fLanguage
English
Publisher
ieee
Conference_Titel
Genetic and Evolutionary Computing (ICGEC), 2010 Fourth International Conference on
Conference_Location
Shenzhen
Print_ISBN
978-1-4244-8891-9
Electronic_ISBN
978-0-7695-4281-2
Type
conf
DOI
10.1109/ICGEC.2010.179
Filename
5715529
Link To Document