Boundary detection in echocardiography using a Split Bregman edge detector and a topology preserving level set approach

N. Duggan; H. Schaeffer; C. Le Guyader; E. Jones; M. Glavin; L. Vese

doi:10.1109/ISBI.2013.6556415

Boundary detection in echocardiography using a Split Bregman edge detector and a topology preserving level set approach

N. Duggan
, H. Schaeffer
, C. Le Guyader
, E. Jones
, M. Glavin
, L. Vese

Electrical & Electronic Engineering

Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review

2 Citations (Scopus)

Abstract

In the current paper a novel approach for echocardiographic segmentation is proposed based on a combination of the Geometric Active Contour Split Bregman (GSB) method with a topology preserving level set method. The proposed method was tested against manual delineations on 20 frames across 2 datasets and achieved an average Hausdorff distance of 4.01 ± 1.06mm and Mean Absolute distance of 1.62±0.3mm, which represented an enhanced performance when compared with intensity gradient and region based methods.

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	73-76
Number of pages	4
DOIs	https://doi.org/10.1109/ISBI.2013.6556415
Publication status	Published - 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

Publication series

Name	Proceedings - International Symposium on Biomedical Imaging
ISSN (Print)	1945-7928
ISSN (Electronic)	1945-8452

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

Echocardiography
Geometric Split Bregman
Segmentation
Topology Preserving Level Set Method

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10.1109/ISBI.2013.6556415

Cite this

Duggan, N., Schaeffer, H., Le Guyader, C., Jones, E., Glavin, M., & Vese, L. (2013). Boundary detection in echocardiography using a Split Bregman edge detector and a topology preserving level set approach. In ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro (pp. 73-76). Article 6556415 (Proceedings - International Symposium on Biomedical Imaging). https://doi.org/10.1109/ISBI.2013.6556415

@inproceedings{dd3e00d10cc5493a9e6788a03bd1bb6d,

title = "Boundary detection in echocardiography using a Split Bregman edge detector and a topology preserving level set approach",

abstract = "In the current paper a novel approach for echocardiographic segmentation is proposed based on a combination of the Geometric Active Contour Split Bregman (GSB) method with a topology preserving level set method. The proposed method was tested against manual delineations on 20 frames across 2 datasets and achieved an average Hausdorff distance of 4.01 ± 1.06mm and Mean Absolute distance of 1.62±0.3mm, which represented an enhanced performance when compared with intensity gradient and region based methods.",

keywords = "Echocardiography, Geometric Split Bregman, Segmentation, Topology Preserving Level Set Method",

author = "N. Duggan and H. Schaeffer and \{Le Guyader\}, C. and E. Jones and M. Glavin and L. Vese",

year = "2013",

doi = "10.1109/ISBI.2013.6556415",

language = "English",

isbn = "9781467364546",

series = "Proceedings - International Symposium on Biomedical Imaging",

pages = "73--76",

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",

}

Duggan, N, Schaeffer, H, Le Guyader, C, Jones, E , Glavin, M & Vese, L 2013, Boundary detection in echocardiography using a Split Bregman edge detector and a topology preserving level set approach. in ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro., 6556415, Proceedings - International Symposium on Biomedical Imaging, pp. 73-76, 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.2013.6556415

Boundary detection in echocardiography using a Split Bregman edge detector and a topology preserving level set approach. / Duggan, N.; Schaeffer, H.; Le Guyader, C. et al.
ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro. 2013. p. 73-76 6556415 (Proceedings - International Symposium on Biomedical Imaging).

Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review

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T1 - Boundary detection in echocardiography using a Split Bregman edge detector and a topology preserving level set approach

AU - Duggan, N.

AU - Schaeffer, H.

AU - Le Guyader, C.

AU - Jones, E.

AU - Glavin, M.

AU - Vese, L.

PY - 2013

Y1 - 2013

N2 - In the current paper a novel approach for echocardiographic segmentation is proposed based on a combination of the Geometric Active Contour Split Bregman (GSB) method with a topology preserving level set method. The proposed method was tested against manual delineations on 20 frames across 2 datasets and achieved an average Hausdorff distance of 4.01 ± 1.06mm and Mean Absolute distance of 1.62±0.3mm, which represented an enhanced performance when compared with intensity gradient and region based methods.

AB - In the current paper a novel approach for echocardiographic segmentation is proposed based on a combination of the Geometric Active Contour Split Bregman (GSB) method with a topology preserving level set method. The proposed method was tested against manual delineations on 20 frames across 2 datasets and achieved an average Hausdorff distance of 4.01 ± 1.06mm and Mean Absolute distance of 1.62±0.3mm, which represented an enhanced performance when compared with intensity gradient and region based methods.

KW - Echocardiography

KW - Geometric Split Bregman

KW - Segmentation

KW - Topology Preserving Level Set Method

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U2 - 10.1109/ISBI.2013.6556415

DO - 10.1109/ISBI.2013.6556415

M3 - Conference Publication

AN - SCOPUS:84881642971

SN - 9781467364546

T3 - Proceedings - International Symposium on Biomedical Imaging

SP - 73

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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 -

Duggan N, Schaeffer H, Le Guyader C, Jones E , Glavin M, Vese L. Boundary detection in echocardiography using a Split Bregman edge detector and a topology preserving level set approach. In ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro. 2013. p. 73-76. 6556415. (Proceedings - International Symposium on Biomedical Imaging). doi: 10.1109/ISBI.2013.6556415

Boundary detection in echocardiography using a Split Bregman edge detector and a topology preserving level set approach

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