Fast and simple discrete approach for active contours for biomedical applications

Citation
A. Elmoataz et al., Fast and simple discrete approach for active contours for biomedical applications, INT J PATT, 15(7), 2001, pp. 1201-1212
Citations number
15
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE
ISSN journal
02180014 → ACNP
Volume
15
Issue
7
Year of publication
2001
Pages
1201 - 1212
Database
ISI
SICI code
0218-0014(200111)15:7<1201:FASDAF>2.0.ZU;2-1
Abstract
In this paper, we present a fast and simple discrete approach for active co ntours. It is based on discrete contour evolution, which operates on the bo undary of digital shape, by iterative growth processes on the boundary of t he shape. We consider a curve to be the boundary of a discrete shape, We at tach at each point of the boundary a cost function and deform this shape ac cording to that cost function. The method presents some advantages. It is a discrete method, which takes an implicit representation and uses discrete algorithm with a simple data structure.