A diffusion stick method for speckle suppression in ultrasonic images

被引:26
|
作者
Xiao, CY [1 ]
Su, Z [1 ]
Chen, YZ [1 ]
机构
[1] Shanghai Jiao Tong Univ, Biomed Instrument Inst, Dept Biomed Engn, Shanghai 20030, Peoples R China
关键词
diffusion stick; speckle reduction; adaptive filtering; ultrasound imaging;
D O I
10.1016/j.patrec.2004.08.014
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a diffusion stick method for speckle suppression in ultrasonic images. An asymmetric stick filter kernel is firstly defined by decomposing the rectangle neighborhood into line segments of variable orientations. Then, the weighted sum of averages along each stick is used to produce the filtered images. Implemented in an iteration scheme, our method works as a pseudo-diffusion process, where the diffusivity is controlled by a normalized variance function. Experiments of synthetic and real images show that the diffusion stick technique performs effectively in suppressing speckle noise, preserving resolvable structures and enhancing linear features. (C) 2004 Elsevier B.V. All rights reserved.
引用
收藏
页码:1867 / 1877
页数:11
相关论文
共 50 条
  • [1] A diffusion stick method for speckle suppression in ultrasonic images (vol 25, pg 1867, 2004)
    Xiao, CY
    Zhang, S
    Chen, YZ
    PATTERN RECOGNITION LETTERS, 2005, 26 (06) : 853 - 853
  • [2] A combination method for ultrasonic speckle suppression
    Hao, XH
    Gao, SM
    Gao, XR
    PROCEEDINGS OF THE 20TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 20, PTS 1-6: BIOMEDICAL ENGINEERING TOWARDS THE YEAR 2000 AND BEYOND, 1998, 20 : 854 - 856
  • [3] Speckle Suppression in Ultrasonic Images Based on Undecimated Wavelets
    Fabrizio Argenti
    Gionatan Torricelli
    EURASIP Journal on Advances in Signal Processing, 2003
  • [4] Speckle suppression in ultrasonic images based on undecimated wavelets
    Argenti, F. (argenti@lenst.det.unifi.it), 1600, Hindawi Publishing Corporation (2003):
  • [5] Nonlinear adaptive filters for speckle suppression in ultrasonic images
    Kofidis, E
    Theodoridis, S
    Kotropoulos, C
    Pitas, I
    SIGNAL PROCESSING, 1996, 52 (03) : 357 - 372
  • [6] Speckle suppression in ultrasonic images based on undecimated wavelets
    Argenti, F
    Torricelli, G
    EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING, 2003, 2003 (05) : 470 - 478
  • [7] Speckle Suppression of Ultrasonic Images Using Non-Local Means and McIlhagga-Based Anisotropic Diffusion
    Zhang, Qi
    Jiang, Xiyuan
    Dai, Wei
    Zhao, Haiwu
    Xu, Chunying
    2014 7TH INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS (BMEI 2014), 2014, : 242 - 247
  • [8] Stick based Non-local Means Filter for Speckle Reduction in Ultrasonic Images
    Liu, Ting
    Feng, Nai-zhang
    Sun, Ming-jian
    2015 7TH INTERNATIONAL CONFERENCE ON MECHANICAL AND ELECTRONICS ENGINEERING (ICMEE 2015), 2015, 31
  • [9] AN ADAPTIVE WEIGHTED MEDIAN FILTER FOR SPECKLE SUPPRESSION IN MEDICAL ULTRASONIC IMAGES
    LOUPAS, T
    MCDICKEN, WN
    ALLAN, PL
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1989, 36 (01): : 129 - 135
  • [10] A Novel Weighted Diffusion Filtering Approach for Speckle Suppression in Ultrasound Images
    Bhateja, Vikrant
    Singh, Gopal
    Srivastava, Atul
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON FRONTIERS OF INTELLIGENT COMPUTING: THEORY AND APPLICATIONS (FICTA) 2013, 2014, 247 : 459 - 466