MAC: Magnetostatic Active Contour Model

Xie Xianghua, Majid Mirmehdi

Research output: Contribution to journalArticle (Academic Journal)peer-review

161 Citations (Scopus)

Abstract

We propose an active contour model using an external force field that is based on magnetostatics and hypothesized magnetic interactions between the active contour and object boundaries. The major contribution of the method is that the interaction of its forces can greatly improve the active contour in capturing complex geometries and dealing with difficult initializations, weak edges and broken boundaries. The proposed method is shown to achieve significant improvements when compared against six well-known and state-of- he-art shape recovery methods, including the geodesic snake, the generalized version of GVF snake, the combined geodesic and GVF snake, and the charged particle model.
Translated title of the contributionMAC: Magnetostatic Active Contour Model
Original languageEnglish
Pages (from-to)632-646
Number of pages15
JournalIEEE Transactions on Pattern Analysis and Machine Intelligence
Volume30
Issue number4
DOIs
Publication statusPublished - Apr 2008

Bibliographical note

Other identifier: 2000751

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