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Anisotropic virtual electric field for active contours

  • Sun Yat-Sen University
  • City University of New York

Research output: Contribution to journalArticlepeer-review

Abstract

A novel external force called anisotropic virtual electric field (AVEF) is proposed for active contours by incorporating the geometric information of the image edge map into a virtual electric field (VEF) model. The proposed AVEF model has the advantage of preventing active contours from moving across object boundary's weak edges with strong neighbors while keeping the desirable properties of the VEF model, such as large capture range and fast computation time. The experiments conducted on synthetic and real images show the high performance of the AVEF model on image segmentation.

Original languageEnglish
Pages (from-to)1659-1666
Number of pages8
JournalPattern Recognition Letters
Volume29
Issue number11
DOIs
StatePublished - 1 Aug 2008

Keywords

  • Active contours
  • Gradient vector flow
  • Image segmentation
  • Virtual electric field

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