Implicit surface registration with surface-oriented anisotropic deformation field smoothing

Paul C. Pearlman; Ivana Isgum; Karina J. Kersbergen; Manon J.N.L. Benders; Max A. Viergever; Josien P.W. Pluim

doi:10.1109/ISBI.2013.6556516

Implicit surface registration with surface-oriented anisotropic deformation field smoothing

Paul C. Pearlman, Ivana Isgum, Karina J. Kersbergen, Manon J.N.L. Benders, Max A. Viergever, Josien P.W. Pluim

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-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.

Original language	English
Title of host publication	ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging
Subtitle of host publication	From Nano to Macro
Pages	480-483
Number of pages	4
DOIs	https://doi.org/10.1109/ISBI.2013.6556516
Publication status	Published - 22 Aug 2013
Event	2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013 - San Francisco, CA, United States Duration: 7 Apr 2013 → 11 Apr 2013

Conference

Conference	2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013
Country/Territory	United States
City	San Francisco, CA
Period	7/04/13 → 11/04/13

Keywords

anisotropic smoothing
cortical surfaces
Demon's algorithm
registration
signed distance functions

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10.1109/ISBI.2013.6556516

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Pearlman, P. C., Isgum, I., Kersbergen, K. J., Benders, M. J. N. L., Viergever, M. A., & Pluim, J. P. W. (2013). Implicit surface registration with surface-oriented anisotropic deformation field smoothing. In ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro (pp. 480-483). Article 6556516 https://doi.org/10.1109/ISBI.2013.6556516

@inproceedings{6b89282aa3ab4785a0f9fc95eb588ecf,

title = "Implicit surface registration with surface-oriented anisotropic deformation field smoothing",

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.",

keywords = "anisotropic smoothing, cortical surfaces, Demon's algorithm, registration, signed distance functions",

author = "Pearlman, {Paul C.} and Ivana Isgum and Kersbergen, {Karina J.} and Benders, {Manon J.N.L.} and Viergever, {Max A.} and Pluim, {Josien P.W.}",

year = "2013",

month = aug,

day = "22",

doi = "10.1109/ISBI.2013.6556516",

language = "English",

isbn = "9781467364546",

pages = "480--483",

booktitle = "ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging",

note = "2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013 ; Conference date: 07-04-2013 Through 11-04-2013",

}

Pearlman, PC, Isgum, I, Kersbergen, KJ, Benders, MJNL , Viergever, MA & Pluim, JPW 2013, Implicit surface registration with surface-oriented anisotropic deformation field smoothing. in ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro., 6556516, pp. 480-483, 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013, San Francisco, CA, United States, 7/04/13. https://doi.org/10.1109/ISBI.2013.6556516

Implicit surface registration with surface-oriented anisotropic deformation field smoothing. / Pearlman, Paul C.; Isgum, Ivana; Kersbergen, Karina J. et al.
ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro. 2013. p. 480-483 6556516.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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AU - Isgum, Ivana

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AU - Benders, Manon J.N.L.

AU - Viergever, Max A.

AU - Pluim, Josien P.W.

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N2 - 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.

AB - 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.

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KW - cortical surfaces

KW - Demon's algorithm

KW - registration

KW - signed distance functions

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EP - 483

BT - ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging

T2 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013

Y2 - 7 April 2013 through 11 April 2013

ER -

Implicit surface registration with surface-oriented anisotropic deformation field smoothing

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