Similarity measures for cardiac diffusion tensor imaging registration

C. Gil; A. J. Bakermans; B. J. Van Nierop; G. J. Strijkers; H. C. Van Assen; K. M. Curran

doi:https://doi.org/10.1109/IMVIP.2011.23

Similarity measures for cardiac diffusion tensor imaging registration

C. Gil, A. J. Bakermans, B. J. Van Nierop, G. J. Strijkers, H. C. Van Assen, K. M. Curran

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

Abstract

The purpose of this paper is to register ex-vivo cardiac diffusion tensor images using affine transformations and the preservation of the principal direction reorientation strategy. We have successfully registered cardiac DTI and compared five different similarity measures: relative anisotropy difference, modulus difference, tensor difference, normalized tensor difference and principal direction difference. Results indicate that the principal direction difference is superior to the other similarity measures, followed by the normalized tensor difference and tensor difference. For cardiac DTI registration, measures sensitive to the full tensor perform better than scalar derived measures.

Original language	English
Title of host publication	Proceedings - 2011 Irish Machine Vision and Image Processing Conference, IMVIP 2011
Pages	82-83
Number of pages	2
DOIs	https://doi.org/10.1109/IMVIP.2011.23
Publication status	Published - 2011
Event	2011 15th Irish Machine Vision and Image Processing Conference, IMVIP 2011 - Dublin, Ireland Duration: 8 Sept 2011 → 9 Sept 2011

Publication series

Name	Proceedings - 2011 Irish Machine Vision and Image Processing Conference, IMVIP 2011

Conference

Conference	2011 15th Irish Machine Vision and Image Processing Conference, IMVIP 2011
Country/Territory	Ireland
City	Dublin
Period	8/09/2011 → 9/09/2011

Access to Document

https://doi.org/10.1109/IMVIP.2011.23

Cite this

Gil, C., Bakermans, A. J., Van Nierop, B. J., Strijkers, G. J., Van Assen, H. C., & Curran, K. M. (2011). Similarity measures for cardiac diffusion tensor imaging registration. In Proceedings - 2011 Irish Machine Vision and Image Processing Conference, IMVIP 2011 (pp. 82-83). Article 6167844 (Proceedings - 2011 Irish Machine Vision and Image Processing Conference, IMVIP 2011). https://doi.org/10.1109/IMVIP.2011.23

@inproceedings{aeae65506f52430e832db8afcd2b5daa,

title = "Similarity measures for cardiac diffusion tensor imaging registration",

abstract = "The purpose of this paper is to register ex-vivo cardiac diffusion tensor images using affine transformations and the preservation of the principal direction reorientation strategy. We have successfully registered cardiac DTI and compared five different similarity measures: relative anisotropy difference, modulus difference, tensor difference, normalized tensor difference and principal direction difference. Results indicate that the principal direction difference is superior to the other similarity measures, followed by the normalized tensor difference and tensor difference. For cardiac DTI registration, measures sensitive to the full tensor perform better than scalar derived measures.",

author = "C. Gil and Bakermans, {A. J.} and {Van Nierop}, {B. J.} and Strijkers, {G. J.} and {Van Assen}, {H. C.} and Curran, {K. M.}",

year = "2011",

doi = "https://doi.org/10.1109/IMVIP.2011.23",

language = "English",

isbn = "9780769546292",

series = "Proceedings - 2011 Irish Machine Vision and Image Processing Conference, IMVIP 2011",

pages = "82--83",

booktitle = "Proceedings - 2011 Irish Machine Vision and Image Processing Conference, IMVIP 2011",

note = "2011 15th Irish Machine Vision and Image Processing Conference, IMVIP 2011 ; Conference date: 08-09-2011 Through 09-09-2011",

}

Gil, C, Bakermans, AJ, Van Nierop, BJ, Strijkers, GJ, Van Assen, HC & Curran, KM 2011, Similarity measures for cardiac diffusion tensor imaging registration. in Proceedings - 2011 Irish Machine Vision and Image Processing Conference, IMVIP 2011., 6167844, Proceedings - 2011 Irish Machine Vision and Image Processing Conference, IMVIP 2011, pp. 82-83, 2011 15th Irish Machine Vision and Image Processing Conference, IMVIP 2011, Dublin, Ireland, 8/09/2011. https://doi.org/10.1109/IMVIP.2011.23

Similarity measures for cardiac diffusion tensor imaging registration. / Gil, C.; Bakermans, A. J.; Van Nierop, B. J. et al.
Proceedings - 2011 Irish Machine Vision and Image Processing Conference, IMVIP 2011. 2011. p. 82-83 6167844 (Proceedings - 2011 Irish Machine Vision and Image Processing Conference, IMVIP 2011).

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

TY - GEN

T1 - Similarity measures for cardiac diffusion tensor imaging registration

AU - Gil, C.

AU - Bakermans, A. J.

AU - Van Nierop, B. J.

AU - Strijkers, G. J.

AU - Van Assen, H. C.

AU - Curran, K. M.

PY - 2011

Y1 - 2011

N2 - The purpose of this paper is to register ex-vivo cardiac diffusion tensor images using affine transformations and the preservation of the principal direction reorientation strategy. We have successfully registered cardiac DTI and compared five different similarity measures: relative anisotropy difference, modulus difference, tensor difference, normalized tensor difference and principal direction difference. Results indicate that the principal direction difference is superior to the other similarity measures, followed by the normalized tensor difference and tensor difference. For cardiac DTI registration, measures sensitive to the full tensor perform better than scalar derived measures.

AB - The purpose of this paper is to register ex-vivo cardiac diffusion tensor images using affine transformations and the preservation of the principal direction reorientation strategy. We have successfully registered cardiac DTI and compared five different similarity measures: relative anisotropy difference, modulus difference, tensor difference, normalized tensor difference and principal direction difference. Results indicate that the principal direction difference is superior to the other similarity measures, followed by the normalized tensor difference and tensor difference. For cardiac DTI registration, measures sensitive to the full tensor perform better than scalar derived measures.

UR - http://www.scopus.com/inward/record.url?scp=84881018334&partnerID=8YFLogxK

U2 - https://doi.org/10.1109/IMVIP.2011.23

DO - https://doi.org/10.1109/IMVIP.2011.23

M3 - Conference contribution

SN - 9780769546292

T3 - Proceedings - 2011 Irish Machine Vision and Image Processing Conference, IMVIP 2011

SP - 82

EP - 83

BT - Proceedings - 2011 Irish Machine Vision and Image Processing Conference, IMVIP 2011

T2 - 2011 15th Irish Machine Vision and Image Processing Conference, IMVIP 2011

Y2 - 8 September 2011 through 9 September 2011

ER -

Gil C, Bakermans AJ, Van Nierop BJ, Strijkers GJ, Van Assen HC, Curran KM. Similarity measures for cardiac diffusion tensor imaging registration. In Proceedings - 2011 Irish Machine Vision and Image Processing Conference, IMVIP 2011. 2011. p. 82-83. 6167844. (Proceedings - 2011 Irish Machine Vision and Image Processing Conference, IMVIP 2011). doi: https://doi.org/10.1109/IMVIP.2011.23

Similarity measures for cardiac diffusion tensor imaging registration

Abstract

Publication series

Conference

Access to Document

Other files and links

Cite this