• DocumentCode
    2248118
  • Title

    Active contour model for images corrupted by multiplicative noise with rayleigh distribution

  • Author

    Wang, Guodong ; Pan, Zhenkuan ; Xu, Jie ; Zhang, Zhimei ; Liu, Cunliang ; Ding, Jieyu

  • Author_Institution
    Coll. of Inf. Eng., Qingdao Univ., Qingdao, China
  • fYear
    2011
  • fDate
    17-19 Sept. 2011
  • Firstpage
    124
  • Lastpage
    127
  • Abstract
    Multiplicative noise are often exist in real images especially in medical images. So segmentation is a hard work with this noise. In this paper, we propose a new active contour model coupling multiplicative noise removing model for multiplicative noisy image segmentation. In this paper, we only concern multiplicative noise with rayleigh distribution which is often occurred in such as ultrasound images. Our model can segment the target in these images. Finally, a fast method called Split Bregman method is used for the segmentation implementation. The performance of our method is demonstrated on a variety of synthetic and real ultrasound images.
  • Keywords
    biomedical ultrasonics; image segmentation; medical image processing; Rayleigh distribution; Split Bregman method; active contour model; image segmentation; medical image; multiplicative noise; ultrasound image; Active contours; Educational institutions; Electronic mail; Image segmentation; Mathematical model; Noise; Ultrasonic imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cybernetics and Intelligent Systems (CIS), 2011 IEEE 5th International Conference on
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-1-61284-199-1
  • Type

    conf

  • DOI
    10.1109/ICCIS.2011.6070313
  • Filename
    6070313