Implicit surface registration with surface-oriented anisotropic deformation field smoothing

P.C. Pearlman, I. Išgum, K.J. Kersbergen, M.J.N.L. Benders, M.A. Viergever, J.P.W. Pluim

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

1 Citation (Scopus)

Abstract

This paper introduces a variant of the Demon's algorithm with an anisotropic smoothing term designed for the registration of surfaces with significant conformal differences. Because of the chosen implicit surface representation, the deformation field at each iteration can be easily defined with respect to the evolving surface. Anisotropic smoothing is performed preferentially in the tangent plane to the surface, preserving local, complex deformations. This method is applied to the registration of consecutive neonatal cortical surfaces from MR images acquired at 30 and 40 week gestational ages. Our method preserves the emergence of small, new folds, while greatly reducing noise in the resulting deformation field. © 2013 IEEE.
Original languageEnglish
Title of host publicationFrom Nano to Macro : IEEE 10th International Symposium on Biomedical Imaging (ISBI 2013), 7 - 11 April 2013, San Francisco, CA
Place of PublicationPiscataway
PublisherInstitute of Electrical and Electronics Engineers
Pages480-483
ISBN (Print)978-1-4673-6456-0
DOIs
Publication statusPublished - 2013

Fingerprint

Dive into the research topics of 'Implicit surface registration with surface-oriented anisotropic deformation field smoothing'. Together they form a unique fingerprint.

Cite this