ROBUST SNAKE IMPLEMENTATION - A DUAL ACTIVE CONTOUR

Authors
Citation
Sr. Gunn et Ms. Nixon, ROBUST SNAKE IMPLEMENTATION - A DUAL ACTIVE CONTOUR, IEEE transactions on pattern analysis and machine intelligence, 19(1), 1997, pp. 63-68
Citations number
21
Categorie Soggetti
Computer Sciences","Computer Science Artificial Intelligence","Engineering, Eletrical & Electronic
ISSN journal
01628828
Volume
19
Issue
1
Year of publication
1997
Pages
63 - 68
Database
ISI
SICI code
0162-8828(1997)19:1<63:RSI-AD>2.0.ZU;2-7
Abstract
A conventional active contour formulation suffers difficulty in approp riate choice of an initial contour and values of parameters. Recent ap proaches have aimed to resolve these problems but can compromise other performance aspects. To relieve the problem in initialization, we use a dual active contour, which is combined with a local shape model to improve the parameterization. One contour expands from inside the targ et feature, the other contracts from the outside. The two contours are interlinked to provide a balanced technique with an ability to reject ''weak'' local energy minima.