Point-set registration of tagged HE-3 images using a structurally-based Jensen-Shannon divergence measure within a deterministic annealing framework

N. J. Tustison; S. P. Awate; T. A. Altes; J. C. Gee; Jing Cai; G. W. Miller; E. E. De Lange; J. P. Mugler

doi:10.1109/ISBI.2008.4541110

Point-set registration of tagged HE-3 images using a structurally-based Jensen-Shannon divergence measure within a deterministic annealing framework

N. J. Tustison, S. P. Awate, T. A. Altes, J. C. Gee, Jing Cai, G. W. Miller, E. E. De Lange, J. P. Mugler

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

Abstract

Helium-3 tagged magnetic resonance imaging has demonstrated potential for calculating pulmonary deformation from medical imagery. Such measurements are useful for determining the biomechanical properties of the lung. Unfortunately, the relative facility of visually tracking deformation via the high contrast tag lines has not transferred readily to the algorithmic domain of automatically establishing tag-line correspondences. We proffer a solution to this dilemma by translating the problem into a unique point-set registration scenario. Not only does this permit capitalizing on certain spectral aspects of tagged MRI but registration can be performed within a deterministic annealing framework for decreased susceptibility to local minima.

Original language	English
Title of host publication	2008 5th IEEE International Symposium on Biomedical Imaging
Subtitle of host publication	From Nano to Macro, Proceedings, ISBI
Pages	772-775
Number of pages	4
DOIs	https://doi.org/10.1109/ISBI.2008.4541110
Publication status	Published - 10 Sept 2008
Externally published	Yes
Event	2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI - Paris, France Duration: 14 May 2008 → 17 May 2008

Conference

Conference	2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI
Country/Territory	France
City	Paris
Period	14/05/08 → 17/05/08

Keywords

B-splines
Free-form deformation
Gabor filter bank
Jensen-Shannon entropy
Point-set registration

ASJC Scopus subject areas

Biomedical Engineering

More information

10.1109/ISBI.2008.4541110

Cite this

Tustison, N. J., Awate, S. P., Altes, T. A., Gee, J. C., Cai, J., Miller, G. W., De Lange, E. E., & Mugler, J. P. (2008). Point-set registration of tagged HE-3 images using a structurally-based Jensen-Shannon divergence measure within a deterministic annealing framework. In 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, ISBI (pp. 772-775). Article 4541110 https://doi.org/10.1109/ISBI.2008.4541110

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abstract = "Helium-3 tagged magnetic resonance imaging has demonstrated potential for calculating pulmonary deformation from medical imagery. Such measurements are useful for determining the biomechanical properties of the lung. Unfortunately, the relative facility of visually tracking deformation via the high contrast tag lines has not transferred readily to the algorithmic domain of automatically establishing tag-line correspondences. We proffer a solution to this dilemma by translating the problem into a unique point-set registration scenario. Not only does this permit capitalizing on certain spectral aspects of tagged MRI but registration can be performed within a deterministic annealing framework for decreased susceptibility to local minima.",

keywords = "B-splines, Free-form deformation, Gabor filter bank, Jensen-Shannon entropy, Point-set registration",

author = "Tustison, {N. J.} and Awate, {S. P.} and Altes, {T. A.} and Gee, {J. C.} and Jing Cai and Miller, {G. W.} and {De Lange}, {E. E.} and Mugler, {J. P.}",

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Tustison, NJ, Awate, SP, Altes, TA, Gee, JC, Cai, J, Miller, GW, De Lange, EE & Mugler, JP 2008, Point-set registration of tagged HE-3 images using a structurally-based Jensen-Shannon divergence measure within a deterministic annealing framework. in 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, ISBI., 4541110, pp. 772-775, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI, Paris, France, 14/05/08. https://doi.org/10.1109/ISBI.2008.4541110

Point-set registration of tagged HE-3 images using a structurally-based Jensen-Shannon divergence measure within a deterministic annealing framework. / Tustison, N. J.; Awate, S. P.; Altes, T. A. et al.
2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, ISBI. 2008. p. 772-775 4541110.

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

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Tustison NJ, Awate SP, Altes TA, Gee JC, Cai J, Miller GW et al. Point-set registration of tagged HE-3 images using a structurally-based Jensen-Shannon divergence measure within a deterministic annealing framework. In 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, ISBI. 2008. p. 772-775. 4541110 doi: 10.1109/ISBI.2008.4541110

Point-set registration of tagged HE-3 images using a structurally-based Jensen-Shannon divergence measure within a deterministic annealing framework

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