A geometric snake model for segmentation of medical imagery

被引:387
作者
Yezzi, A
Kichenassamy, S
Kumar, A
Olver, P
Tannenbaum, A
机构
[1] UNIV MINNESOTA, DEPT ELECT ENGN, MINNEAPOLIS, MN 55455 USA
[2] UNIV MINNESOTA, DEPT MATH, MINNEAPOLIS, MN 55455 USA
[3] UNIV MINNESOTA, DEPT AEROSP ENGN, MINNEAPOLIS, MN 55455 USA
基金
美国国家科学基金会;
关键词
active contours; active vision; edge detection; gradient flows; segmentation; snakes;
D O I
10.1109/42.563665
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this note, we employ the new geometric active contour models formulated in [25] and [26] for edge detection and segmentation of magnetic resonance imaging (MRI), computed tomography (CT), and ultrasound medical imagery, Our method is based on defining feature-based metrics on a given image which in turn leads to a novel snake paradigm in which the feature of interest mag be considered to lie at the bottom of a potential well, Thus, the snake is attracted very quickly and efficiently to the desired feature.
引用
收藏
页码:199 / 209
页数:11
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