Real-Time Interactive Path Extraction with on-the-Fly Adaptation of the External Forces

  • Authors:
  • Olivier Gérard;Thomas Deschamps;Myriam Greff;Laurent D. Cohen

  • Affiliations:
  • -;-;-;-

  • Venue:
  • ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
  • Year:
  • 2002

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Abstract

The aim of this work is to propose an adaptation of optimal path based interactive tools for image segmentation (related to Live-Wire [12] and Intelligent Scissors [18] approaches). We efficiently use both discrete [10] and continuous [6] path search approaches. The segmentation relies on the notion of energy function and we introduce the possibility of complete on-the-fly adaptation of each individual energy term, as well as of their relative weights. Non-specialist users have then a full control of the drawing process which automatically selects the most relevant set of features to steer the path extraction. Tests have been performed on a large variety of medical images.