3D active shape and appearance models in cardiac image analysis

B. Lelieveld, A. F Frangi, S. Mitchell, H. Van Assen, S. Ordas, J. Reiber, M. Sonka

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

Abstract

This chapter introduces statistical shape- and appearance models and their biomedical applications. Three- and four-dimensional extension of these models are the main focus. Approaches leading to automated landmark definition are introduced and discussed. The applicability is underlined by presenting practical examples of 3D medical image segmentation.

Original languageEnglish
Title of host publicationHandbook of Mathematical Models in Computer Vision
PublisherSpringer Nature
Pages471-485
Number of pages15
ISBN (Print)0387263713, 9780387263717
DOIs
Publication statusPublished - 2006

Keywords

  • active appearance models
  • active shape models
  • cardiac segmentation
  • landmarking
  • magnetic resonance
  • multi-view models
  • point distribution models
  • Statistical shape models

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