Dense myocardial motion from 4D ultrasound: Comparative performance evaluation

R. Mukherjee, A. Pinheiro, J. Gammie, D. Yuh, T. Abraham, E. McVeigh, Philippe Burlina

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper is an extension of our ISBI 2011 work, where we proposed a novel variational approach to estimate dense myocardial velocity fields from 4D ultrasound (4DUS). In this paper, we present a thorough performance evaluation of our method by comparing it with the primary method of record, which relies on cross-correlation. Our comparative performance evaluation uses several data sources, including (a) real intraoperative 4D transesophageal sequences, (b) synthetic sequences, and (c) phantom sequences. Results from qualitative and quantitative evaluations show an improvement in error for the variational over the cross-correlation motion estimation method.

Original languageEnglish (US)
Title of host publicationProceedings - International Symposium on Biomedical Imaging
Pages278-281
Number of pages4
DOIs
StatePublished - 2012
Externally publishedYes
Event2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012 - Barcelona, Spain
Duration: May 2 2012May 5 2012

Other

Other2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012
CountrySpain
CityBarcelona
Period5/2/125/5/12

Fingerprint

Motion estimation
Ultrasonics
Information Storage and Retrieval

Keywords

  • 3D optical flow
  • 4D transesophageal echocardiography
  • 4D ultrasound
  • motion estimation

ASJC Scopus subject areas

  • Biomedical Engineering
  • Radiology Nuclear Medicine and imaging

Cite this

Mukherjee, R., Pinheiro, A., Gammie, J., Yuh, D., Abraham, T., McVeigh, E., & Burlina, P. (2012). Dense myocardial motion from 4D ultrasound: Comparative performance evaluation. In Proceedings - International Symposium on Biomedical Imaging (pp. 278-281). [6235538] https://doi.org/10.1109/ISBI.2012.6235538

Dense myocardial motion from 4D ultrasound : Comparative performance evaluation. / Mukherjee, R.; Pinheiro, A.; Gammie, J.; Yuh, D.; Abraham, T.; McVeigh, E.; Burlina, Philippe.

Proceedings - International Symposium on Biomedical Imaging. 2012. p. 278-281 6235538.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mukherjee, R, Pinheiro, A, Gammie, J, Yuh, D, Abraham, T, McVeigh, E & Burlina, P 2012, Dense myocardial motion from 4D ultrasound: Comparative performance evaluation. in Proceedings - International Symposium on Biomedical Imaging., 6235538, pp. 278-281, 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012, Barcelona, Spain, 5/2/12. https://doi.org/10.1109/ISBI.2012.6235538
Mukherjee R, Pinheiro A, Gammie J, Yuh D, Abraham T, McVeigh E et al. Dense myocardial motion from 4D ultrasound: Comparative performance evaluation. In Proceedings - International Symposium on Biomedical Imaging. 2012. p. 278-281. 6235538 https://doi.org/10.1109/ISBI.2012.6235538
Mukherjee, R. ; Pinheiro, A. ; Gammie, J. ; Yuh, D. ; Abraham, T. ; McVeigh, E. ; Burlina, Philippe. / Dense myocardial motion from 4D ultrasound : Comparative performance evaluation. Proceedings - International Symposium on Biomedical Imaging. 2012. pp. 278-281
@inproceedings{ffa36040560a462199ebf8aba2c39dca,
title = "Dense myocardial motion from 4D ultrasound: Comparative performance evaluation",
abstract = "This paper is an extension of our ISBI 2011 work, where we proposed a novel variational approach to estimate dense myocardial velocity fields from 4D ultrasound (4DUS). In this paper, we present a thorough performance evaluation of our method by comparing it with the primary method of record, which relies on cross-correlation. Our comparative performance evaluation uses several data sources, including (a) real intraoperative 4D transesophageal sequences, (b) synthetic sequences, and (c) phantom sequences. Results from qualitative and quantitative evaluations show an improvement in error for the variational over the cross-correlation motion estimation method.",
keywords = "3D optical flow, 4D transesophageal echocardiography, 4D ultrasound, motion estimation",
author = "R. Mukherjee and A. Pinheiro and J. Gammie and D. Yuh and T. Abraham and E. McVeigh and Philippe Burlina",
year = "2012",
doi = "10.1109/ISBI.2012.6235538",
language = "English (US)",
isbn = "9781457718588",
pages = "278--281",
booktitle = "Proceedings - International Symposium on Biomedical Imaging",

}

TY - GEN

T1 - Dense myocardial motion from 4D ultrasound

T2 - Comparative performance evaluation

AU - Mukherjee, R.

AU - Pinheiro, A.

AU - Gammie, J.

AU - Yuh, D.

AU - Abraham, T.

AU - McVeigh, E.

AU - Burlina, Philippe

PY - 2012

Y1 - 2012

N2 - This paper is an extension of our ISBI 2011 work, where we proposed a novel variational approach to estimate dense myocardial velocity fields from 4D ultrasound (4DUS). In this paper, we present a thorough performance evaluation of our method by comparing it with the primary method of record, which relies on cross-correlation. Our comparative performance evaluation uses several data sources, including (a) real intraoperative 4D transesophageal sequences, (b) synthetic sequences, and (c) phantom sequences. Results from qualitative and quantitative evaluations show an improvement in error for the variational over the cross-correlation motion estimation method.

AB - This paper is an extension of our ISBI 2011 work, where we proposed a novel variational approach to estimate dense myocardial velocity fields from 4D ultrasound (4DUS). In this paper, we present a thorough performance evaluation of our method by comparing it with the primary method of record, which relies on cross-correlation. Our comparative performance evaluation uses several data sources, including (a) real intraoperative 4D transesophageal sequences, (b) synthetic sequences, and (c) phantom sequences. Results from qualitative and quantitative evaluations show an improvement in error for the variational over the cross-correlation motion estimation method.

KW - 3D optical flow

KW - 4D transesophageal echocardiography

KW - 4D ultrasound

KW - motion estimation

UR - http://www.scopus.com/inward/record.url?scp=84864833511&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84864833511&partnerID=8YFLogxK

U2 - 10.1109/ISBI.2012.6235538

DO - 10.1109/ISBI.2012.6235538

M3 - Conference contribution

AN - SCOPUS:84864833511

SN - 9781457718588

SP - 278

EP - 281

BT - Proceedings - International Symposium on Biomedical Imaging

ER -