DocumentCode
3545703
Title
A compound anisotropic diffusion for ultrasonic image denoising and edge enhancement
Author
Shujun Fu ; Ruan, Qiuqi ; Shujun Fu ; Wang, Wenqia ; Li, Yu
Author_Institution
Inst. of Inf. Sci., Beijing Jiaotong Univ., China
fYear
2005
fDate
23-26 May 2005
Firstpage
2779
Abstract
Utilizing the echoic intension and the distribution from different organs and local details of the human body, ultrasonic images can catch important medical pathological changes, which unfortunately may be affected by ultrasonic speckle noise. An ultrasonic image denoising and edge enhancement scheme is put forth, which compounds two terms: an anisotropic diffusion and an edge enhancement, coupled by an iterative split implementation. To preserve image features, the anisotropic diffusion is governed by a local coordinate transformation, the first and second normal derivatives of the image, and the edge enhancement is done by a hyperbolic tangent function. Experiments on real ultrasonic images indicate effective preservation of edges, local details and ultrasonic echoic bright strips on denoising by our scheme.
Keywords
biomedical imaging; edge detection; feature extraction; hyperbolic equations; image enhancement; iterative methods; medical image processing; speckle; ultrasonic imaging; compound anisotropic diffusion; echoic intension; edge enhancement; hyperbolic tangent function; image features; iterative split implementation; local coordinate transformation; medical pathological changes; organs; ultrasonic image denoising; ultrasonic images; ultrasonic speckle noise; Anisotropic magnetoresistance; Biomedical imaging; Electronic mail; Humans; Image denoising; Image quality; Noise reduction; Rayleigh scattering; Speckle; Ultrasonic imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Print_ISBN
0-7803-8834-8
Type
conf
DOI
10.1109/ISCAS.2005.1465203
Filename
1465203
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