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A new dynamic FEM-based subdivision surface model for shape recovery and tracking in medical images

  • Chhandomay Mandal
  • , Baba C. Vemuri
  • , Hong Qin
  • University of Florida

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

11 Scopus citations

Abstract

A new dynamic FEM-based subdivision surface model is proposed to reconstruct and track shapes of interest from multi-dimensional medical images. The model is based on the butterfly subdivision scheme, a popular subdivision technique for generating smooth C1 (first derivative continuous) surfaces of arbitrary topology, and is embedded in a physics-based modeling paradigm. This hierarchical model needs very few degrees of freedom (control vertices) to accurately recover and track complex smooth shapes of arbitrary topology. A novel technique for locally parameterizing the smooth surface of arbitrary topology generated by the butterfly scheme is described; physical quantities required to develop the dynamic model are introduced, and the governing dynamic differential equation is derived using Lagrangian mechanics and the finite element method. Our experiments demonstrate the efficacy of the modeling technique for efficient shape recovery and tracking in multidimensional medical images.

Original languageEnglish
Title of host publicationMedical Image Computing and Computer-Assisted Intervention ─ MICCAI 1998 - 1st International Conference, Proceedings
EditorsWilliam M. Wells, Alan Colchester, Scott Delp
PublisherSpringer Verlag
Pages753-760
Number of pages8
ISBN (Print)3540651365, 9783540651369
DOIs
StatePublished - 1998
Event1st International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 1998 - Cambridge, United States
Duration: Oct 11 1998Oct 13 1998

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume1496
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference1st International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 1998
Country/TerritoryUnited States
CityCambridge
Period10/11/9810/13/98

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