A generic framework for non-rigid registration based on non-uniform multi-level free-form deformations

Julia A. Schnabel; Daniel Rueckert; Marcel Quist; Jane M. Blackall; Andy D. Castellano-Smith; Thomas Hartkens; Graeme P. Penney; Walter A. Hall; Haiying Liu; Chip Truwit; Frans A. Gerritsen; Derek L.G. Hill; David J. Hawkes

doi:10.1007/3-540-45468-3_69

A generic framework for non-rigid registration based on non-uniform multi-level free-form deformations

Julia A. Schnabel
, Daniel Rueckert
, Marcel Quist
, Jane M. Blackall
, Andy D. Castellano-Smith
, Thomas Hartkens
, Graeme P. Penney
, Walter A. Hall
, Haiying Liu
, Chip Truwit
, Frans A. Gerritsen
, Derek L.G. Hill
, David J. Hawkes

Radiology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

314 Scopus citations

Abstract

This work presents a framework for non-rigid registration which extends and generalizes a previously developed technique by Rueckert et al. [1]. We combine multi-resolution optimization with free-form deformations (FFDs) based on multi-level B-splines to simulate a non-uniform control point distribution. We have applied this to a number of different medical registration tasks to demonstrate its wide applicability, including interventional MRI brain tissue deformation compensation, breathing motion compensation in liver MRI, intramodality inter-modality registration of pre-operative brain MRI to CT electrode implant data, and inter-subject registration of brain MRI. Our results demonstrate that the new algorithm can successfully register images with an improved performance, while achieving a significant reduction in run-time.

Original language	English (US)
Title of host publication	Medical Image Computing and Computer-Assisted Intervention - MICCAI 2001 - 4th International Conference, Proceedings
Editors	Wiro J. Niessen, Max A. Viergever
Publisher	Springer Verlag
Pages	573-581
Number of pages	9
ISBN (Print)	3540426973, 9783540454687
DOIs	https://doi.org/10.1007/3-540-45468-3_69
State	Published - 2001
Event	4th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2001 - Utrecht, Netherlands Duration: Oct 14 2001 → Oct 17 2001

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	2208
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	4th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2001
Country/Territory	Netherlands
City	Utrecht
Period	10/14/01 → 10/17/01

Bibliographical note

Publisher Copyright:
© Springer-Verlag Berlin Heidelberg 2001.

Publisher link

10.1007/3-540-45468-3_69

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Schnabel, J. A., Rueckert, D., Quist, M., Blackall, J. M., Castellano-Smith, A. D., Hartkens, T., Penney, G. P., Hall, W. A., Liu, H., Truwit, C., Gerritsen, F. A., Hill, D. L. G., & Hawkes, D. J. (2001). A generic framework for non-rigid registration based on non-uniform multi-level free-form deformations. In W. J. Niessen, & M. A. Viergever (Eds.), Medical Image Computing and Computer-Assisted Intervention - MICCAI 2001 - 4th International Conference, Proceedings (pp. 573-581). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2208). Springer Verlag. https://doi.org/10.1007/3-540-45468-3_69

A generic framework for non-rigid registration based on non-uniform multi-level free-form deformations. / Schnabel, Julia A.; Rueckert, Daniel; Quist, Marcel et al.
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2001 - 4th International Conference, Proceedings. ed. / Wiro J. Niessen; Max A. Viergever. Springer Verlag, 2001. p. 573-581 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2208).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Schnabel, JA, Rueckert, D, Quist, M, Blackall, JM, Castellano-Smith, AD, Hartkens, T, Penney, GP, Hall, WA, Liu, H, Truwit, C, Gerritsen, FA, Hill, DLG & Hawkes, DJ 2001, A generic framework for non-rigid registration based on non-uniform multi-level free-form deformations. in WJ Niessen & MA Viergever (eds), Medical Image Computing and Computer-Assisted Intervention - MICCAI 2001 - 4th International Conference, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 2208, Springer Verlag, pp. 573-581, 4th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2001, Utrecht, Netherlands, 10/14/01. https://doi.org/10.1007/3-540-45468-3_69

Schnabel JA, Rueckert D, Quist M, Blackall JM, Castellano-Smith AD, Hartkens T et al. A generic framework for non-rigid registration based on non-uniform multi-level free-form deformations. In Niessen WJ, Viergever MA, editors, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2001 - 4th International Conference, Proceedings. Springer Verlag. 2001. p. 573-581. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/3-540-45468-3_69

Schnabel, Julia A. ; Rueckert, Daniel ; Quist, Marcel et al. / A generic framework for non-rigid registration based on non-uniform multi-level free-form deformations. Medical Image Computing and Computer-Assisted Intervention - MICCAI 2001 - 4th International Conference, Proceedings. editor / Wiro J. Niessen ; Max A. Viergever. Springer Verlag, 2001. pp. 573-581 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "This work presents a framework for non-rigid registration which extends and generalizes a previously developed technique by Rueckert et al. [1]. We combine multi-resolution optimization with free-form deformations (FFDs) based on multi-level B-splines to simulate a non-uniform control point distribution. We have applied this to a number of different medical registration tasks to demonstrate its wide applicability, including interventional MRI brain tissue deformation compensation, breathing motion compensation in liver MRI, intramodality inter-modality registration of pre-operative brain MRI to CT electrode implant data, and inter-subject registration of brain MRI. Our results demonstrate that the new algorithm can successfully register images with an improved performance, while achieving a significant reduction in run-time.",

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AU - Penney, Graeme P.

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AB - This work presents a framework for non-rigid registration which extends and generalizes a previously developed technique by Rueckert et al. [1]. We combine multi-resolution optimization with free-form deformations (FFDs) based on multi-level B-splines to simulate a non-uniform control point distribution. We have applied this to a number of different medical registration tasks to demonstrate its wide applicability, including interventional MRI brain tissue deformation compensation, breathing motion compensation in liver MRI, intramodality inter-modality registration of pre-operative brain MRI to CT electrode implant data, and inter-subject registration of brain MRI. Our results demonstrate that the new algorithm can successfully register images with an improved performance, while achieving a significant reduction in run-time.

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A generic framework for non-rigid registration based on non-uniform multi-level free-form deformations

Abstract

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