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
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;
Conference_Titel :
Cybernetics and Intelligent Systems (CIS), 2011 IEEE 5th International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-61284-199-1
DOI :
10.1109/ICCIS.2011.6070313