Orientation adaptive fast marching method for contour tracking of small intestine

被引:4
作者
Wu, X. [1 ]
Xi, Q. [2 ]
Chen, Y. W. [3 ]
Zhang, S. S. [2 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Comp Sci & Engn, Shanghai 200030, Peoples R China
[2] Shanghai Jiao Tong Univ, Joint Inst, Univ Michigan, Shanghai 200030, Peoples R China
[3] Ritsumeikan Univ, Coll Informat & Sci, Kusatsu, Shiga, Japan
关键词
D O I
10.1049/el.2009.2118
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The orientation of the small intestine varies among frames of a cinematic-magnetic resonance imaging (cine-MRI) sequence owing to small intestine peristalsis, which increases the complexity of its contour tracking. There are also leakage problems owing to the presence of low contrast areas in some frames. An improved fast marching method using an anisotropic Gaussian filter and a boundary penalty is presented for the contour tracking of small intestine segments. Experimental results show that the proposed method can track accurate contours of small intestine segments without leakage problems.
引用
收藏
页码:1154 / U19
页数:2
相关论文
共 5 条
[1]  
[Anonymous], 2002, COMPUTER VISION MODE, DOI 10.5555/580035
[2]   Graph cuts and efficient N-D image segmentation [J].
Boykov, Yuri ;
Funka-Lea, Gareth .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2006, 70 (02) :109-131
[3]  
Sethian JA., 1999, LEVEL SET METHODS FA
[4]   Gaussian mixture modeling by exploiting the mahalanobis distance [J].
Ververidis, Dimitrios ;
Kotropoulos, Constantine .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2008, 56 (07) :2797-2811
[5]   Structure-Adaptive Anisotropic Filter with Local Structure Tensors [J].
Wang, Wei ;
Gao, Jinghuai ;
Li, Kang .
2008 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL II, PROCEEDINGS, 2008, :1005-1010