PS-8 Sparse Appearance Model Based Registration and Segmentation of 3D Echocardiographic Images

N. de Jong; A.F.W. van der Steen; K.Y.E. Leung; M. van Stralen; G. van Burken; M.M. Voormolen; A. Nemes; F.J. ten Cate; M.L. Geleijnse; J.H.C. Reiber; J.G. Bosch

doi:10.1109/ULTSYM.2006.605

PS-8 Sparse Appearance Model Based Registration and Segmentation of 3D Echocardiographic Images

N. de Jong
, A.F.W. van der Steen
, K.Y.E. Leung
, M. van Stralen
, G. van Burken
, M.M. Voormolen
, A. Nemes
, F.J. ten Cate
, M.L. Geleijnse
, J.H.C. Reiber
, J.G. Bosch

Physics of Fluids

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

1 Citation (Scopus)

3 Downloads (Pure)

Abstract

In this study, active appearance model segmentation and intensity-based image registration were combined for detecting contours in three-dimensional (3D) echocardiograms fully automatically. An appearance model was built in 3D sparsely, consisting of the anatomical 4-chamber, 2-chamber, and short-axis views, which were extracted from end-diastolic 3D data sets. The model was used to segment an unseen image in a registration framework, by optimizing appearance and pose parameters simultaneously. Encouraging results were obtained with leave-one-out experiments on 16 patient data sets. The method may help inter- and intrapatient comparison of images, and is intended as an initialization for a complete 3D segmentation.

Original language	English
Title of host publication	Proceedings 2006 IEEE Ultrasonics Symposium
Place of Publication	Piscataway, NJ
Publisher	IEEE
Pages	2413-2416
Number of pages	4
ISBN (Print)	1-4244-0201-8, 1-4244-0202-6
DOIs	https://doi.org/10.1109/ULTSYM.2006.605
Publication status	Published - 3 Oct 2006
Event	IEEE Ultrasonics Symposium 2006 - Vancouver, Canada Duration: 3 Oct 2006 → 6 Oct 2006

Conference

Conference	IEEE Ultrasonics Symposium 2006
Country/Territory	Canada
City	Vancouver
Period	3/10/06 → 6/10/06

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10.1109/ULTSYM.2006.605

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de Jong, N., van der Steen, A. F. W., Leung, K. Y. E., van Stralen, M., van Burken, G., Voormolen, M. M., Nemes, A., ten Cate, F. J., Geleijnse, M. L., Reiber, J. H. C., & Bosch, J. G. (2006). PS-8 Sparse Appearance Model Based Registration and Segmentation of 3D Echocardiographic Images. In Proceedings 2006 IEEE Ultrasonics Symposium (pp. 2413-2416). IEEE. https://doi.org/10.1109/ULTSYM.2006.605

@inproceedings{201cf4874f7e4ba795f1bb681770cd41,

title = "PS-8 Sparse Appearance Model Based Registration and Segmentation of 3D Echocardiographic Images",

abstract = "In this study, active appearance model segmentation and intensity-based image registration were combined for detecting contours in three-dimensional (3D) echocardiograms fully automatically. An appearance model was built in 3D sparsely, consisting of the anatomical 4-chamber, 2-chamber, and short-axis views, which were extracted from end-diastolic 3D data sets. The model was used to segment an unseen image in a registration framework, by optimizing appearance and pose parameters simultaneously. Encouraging results were obtained with leave-one-out experiments on 16 patient data sets. The method may help inter- and intrapatient comparison of images, and is intended as an initialization for a complete 3D segmentation.",

author = "\{de Jong\}, N. and \{van der Steen\}, A.F.W. and K.Y.E. Leung and \{van Stralen\}, M. and \{van Burken\}, G. and M.M. Voormolen and A. Nemes and \{ten Cate\}, F.J. and M.L. Geleijnse and J.H.C. Reiber and J.G. Bosch",

year = "2006",

month = oct,

day = "3",

doi = "10.1109/ULTSYM.2006.605",

language = "English",

isbn = "1-4244-0201-8",

pages = "2413--2416",

booktitle = "Proceedings 2006 IEEE Ultrasonics Symposium",

publisher = "IEEE",

address = "United States",

note = "IEEE Ultrasonics Symposium 2006 ; Conference date: 03-10-2006 Through 06-10-2006",

}

de Jong, N, van der Steen, AFW, Leung, KYE, van Stralen, M, van Burken, G, Voormolen, MM, Nemes, A, ten Cate, FJ, Geleijnse, ML, Reiber, JHC & Bosch, JG 2006, PS-8 Sparse Appearance Model Based Registration and Segmentation of 3D Echocardiographic Images. in Proceedings 2006 IEEE Ultrasonics Symposium. IEEE, Piscataway, NJ, pp. 2413-2416, IEEE Ultrasonics Symposium 2006, Vancouver, Canada, 3/10/06. https://doi.org/10.1109/ULTSYM.2006.605

TY - GEN

T1 - PS-8 Sparse Appearance Model Based Registration and Segmentation of 3D Echocardiographic Images

AU - de Jong, N.

AU - van der Steen, A.F.W.

AU - Leung, K.Y.E.

AU - van Stralen, M.

AU - van Burken, G.

AU - Voormolen, M.M.

AU - Nemes, A.

AU - ten Cate, F.J.

AU - Geleijnse, M.L.

AU - Reiber, J.H.C.

AU - Bosch, J.G.

PY - 2006/10/3

Y1 - 2006/10/3

N2 - In this study, active appearance model segmentation and intensity-based image registration were combined for detecting contours in three-dimensional (3D) echocardiograms fully automatically. An appearance model was built in 3D sparsely, consisting of the anatomical 4-chamber, 2-chamber, and short-axis views, which were extracted from end-diastolic 3D data sets. The model was used to segment an unseen image in a registration framework, by optimizing appearance and pose parameters simultaneously. Encouraging results were obtained with leave-one-out experiments on 16 patient data sets. The method may help inter- and intrapatient comparison of images, and is intended as an initialization for a complete 3D segmentation.

AB - In this study, active appearance model segmentation and intensity-based image registration were combined for detecting contours in three-dimensional (3D) echocardiograms fully automatically. An appearance model was built in 3D sparsely, consisting of the anatomical 4-chamber, 2-chamber, and short-axis views, which were extracted from end-diastolic 3D data sets. The model was used to segment an unseen image in a registration framework, by optimizing appearance and pose parameters simultaneously. Encouraging results were obtained with leave-one-out experiments on 16 patient data sets. The method may help inter- and intrapatient comparison of images, and is intended as an initialization for a complete 3D segmentation.

U2 - 10.1109/ULTSYM.2006.605

DO - 10.1109/ULTSYM.2006.605

M3 - Conference contribution

SN - 1-4244-0201-8

SN - 1-4244-0202-6

SP - 2413

EP - 2416

BT - Proceedings 2006 IEEE Ultrasonics Symposium

PB - IEEE

CY - Piscataway, NJ

T2 - IEEE Ultrasonics Symposium 2006

Y2 - 3 October 2006 through 6 October 2006

ER -

PS-8 Sparse Appearance Model Based Registration and Segmentation of 3D Echocardiographic Images

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