Geometric deformable models

Y. Bai, X. Han, J. L. Prince

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

Geometric deformable models are deformable models that are implemented using the level set method. They have been extensively studied and widely used in a variety of applications in biomedical image analysis. In this chapter, the general geometric deformable model framework is first presented and then recent developments on topology, prior shape, intensity and motion, resolution, efficiency, robust optimization, and multiple objects are reviewed. Key equations and motivating and demonstrative examples are provided for many methods and guidelines for appropriate use are noted.

Original languageEnglish (US)
Title of host publicationHandbook of Biomedical Imaging
Subtitle of host publicationMethodologies and Clinical Research
PublisherSpringer US
Pages83-104
Number of pages22
ISBN (Electronic)9780387097497
ISBN (Print)9780387097480
DOIs
StatePublished - Jan 1 2015

ASJC Scopus subject areas

  • Computer Science(all)
  • Medicine(all)
  • Biochemistry, Genetics and Molecular Biology(all)

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