A slice based technique for low-complexity 3D/2D registration of CT to single plane x-ray fluoroscopy

Md. Nazmui Haque; Mark Pickering; Moyuresh Biswas; Michael Frater; Jennie SCARVELL; Paul Smith

doi:10.1109/DICTA.2012.6411727

A slice based technique for low-complexity 3D/2D registration of CT to single plane x-ray fluoroscopy

Md. Nazmui Haque, Mark Pickering, Moyuresh Biswas, Michael Frater, Jennie SCARVELL, Paul Smith

Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

4 Citations (Scopus)

Abstract

The registration of 3D CT volumes to 2D fluoroscopy video frames has been used in a number of important medical applications such as image guided surgery and kinematic analysis of joints. A major limitation for this type of registration is the computational complexity of the algorithms required to perform the registration. These algorithms present a significant computational burden since they are iterative in nature and a new 3D CT volume must be calculated at every iteration. In this paper we propose a new fast single-plane 3D/2D image registration algorithm which only updates partial 3D data for some of the iterations instead of updating the full 3D volume at every iteration. Experimental results show that our algorithm can perform the 3D/2D registration 10 times faster than conventional approaches with no significant loss of accuracy or reduction in successful registration rate

Original language	English
Title of host publication	2012 International Conference on Digital Image Computing Techniques and Applications, DICTA 2012
Editors	Ajmal S. Mian, Tele Tan
Place of Publication	United States
Publisher	IEEE, Institute of Electrical and Electronics Engineers
Pages	1-6
Number of pages	6
ISBN (Print)	9781467321815
DOIs	https://doi.org/10.1109/DICTA.2012.6411727
Publication status	Published - 2012
Externally published	Yes
Event	2012 14th International Conference on Digital Image Computing Techniques and Applications, DICTA 2012 - Fremantle, Fremantle, Australia Duration: 3 Dec 2012 → 5 Dec 2012

Conference

Conference	2012 14th International Conference on Digital Image Computing Techniques and Applications, DICTA 2012
Country/Territory	Australia
City	Fremantle
Period	3/12/12 → 5/12/12

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10.1109/DICTA.2012.6411727

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Haque, M. N., Pickering, M., Biswas, M., Frater, M., SCARVELL, J., & Smith, P. (2012). A slice based technique for low-complexity 3D/2D registration of CT to single plane x-ray fluoroscopy. In A. S. Mian, & T. Tan (Eds.), 2012 International Conference on Digital Image Computing Techniques and Applications, DICTA 2012 (pp. 1-6). IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/DICTA.2012.6411727

Haque, Md. Nazmui ; Pickering, Mark ; Biswas, Moyuresh et al. / A slice based technique for low-complexity 3D/2D registration of CT to single plane x-ray fluoroscopy. 2012 International Conference on Digital Image Computing Techniques and Applications, DICTA 2012. editor / Ajmal S. Mian ; Tele Tan. United States : IEEE, Institute of Electrical and Electronics Engineers, 2012. pp. 1-6

@inproceedings{1579db043290422abcb27827ece8041c,

title = "A slice based technique for low-complexity 3D/2D registration of CT to single plane x-ray fluoroscopy",

abstract = "The registration of 3D CT volumes to 2D fluoroscopy video frames has been used in a number of important medical applications such as image guided surgery and kinematic analysis of joints. A major limitation for this type of registration is the computational complexity of the algorithms required to perform the registration. These algorithms present a significant computational burden since they are iterative in nature and a new 3D CT volume must be calculated at every iteration. In this paper we propose a new fast single-plane 3D/2D image registration algorithm which only updates partial 3D data for some of the iterations instead of updating the full 3D volume at every iteration. Experimental results show that our algorithm can perform the 3D/2D registration 10 times faster than conventional approaches with no significant loss of accuracy or reduction in successful registration rate",

author = "Haque, {Md. Nazmui} and Mark Pickering and Moyuresh Biswas and Michael Frater and Jennie SCARVELL and Paul Smith",

year = "2012",

doi = "10.1109/DICTA.2012.6411727",

language = "English",

isbn = "9781467321815",

pages = "1--6",

editor = "Mian, {Ajmal S.} and Tele Tan",

booktitle = "2012 International Conference on Digital Image Computing Techniques and Applications, DICTA 2012",

publisher = "IEEE, Institute of Electrical and Electronics Engineers",

address = "United States",

note = "2012 14th International Conference on Digital Image Computing Techniques and Applications, DICTA 2012 ; Conference date: 03-12-2012 Through 05-12-2012",

}

Haque, MN, Pickering, M, Biswas, M, Frater, M, SCARVELL, J & Smith, P 2012, A slice based technique for low-complexity 3D/2D registration of CT to single plane x-ray fluoroscopy. in AS Mian & T Tan (eds), 2012 International Conference on Digital Image Computing Techniques and Applications, DICTA 2012. IEEE, Institute of Electrical and Electronics Engineers, United States, pp. 1-6, 2012 14th International Conference on Digital Image Computing Techniques and Applications, DICTA 2012, Fremantle, Western Australia, Australia, 3/12/12. https://doi.org/10.1109/DICTA.2012.6411727

A slice based technique for low-complexity 3D/2D registration of CT to single plane x-ray fluoroscopy. / Haque, Md. Nazmui; Pickering, Mark; Biswas, Moyuresh et al.
2012 International Conference on Digital Image Computing Techniques and Applications, DICTA 2012. ed. / Ajmal S. Mian; Tele Tan. United States: IEEE, Institute of Electrical and Electronics Engineers, 2012. p. 1-6.

Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

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T1 - A slice based technique for low-complexity 3D/2D registration of CT to single plane x-ray fluoroscopy

AU - Haque, Md. Nazmui

AU - Pickering, Mark

AU - Biswas, Moyuresh

AU - Frater, Michael

AU - SCARVELL, Jennie

AU - Smith, Paul

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N2 - The registration of 3D CT volumes to 2D fluoroscopy video frames has been used in a number of important medical applications such as image guided surgery and kinematic analysis of joints. A major limitation for this type of registration is the computational complexity of the algorithms required to perform the registration. These algorithms present a significant computational burden since they are iterative in nature and a new 3D CT volume must be calculated at every iteration. In this paper we propose a new fast single-plane 3D/2D image registration algorithm which only updates partial 3D data for some of the iterations instead of updating the full 3D volume at every iteration. Experimental results show that our algorithm can perform the 3D/2D registration 10 times faster than conventional approaches with no significant loss of accuracy or reduction in successful registration rate

AB - The registration of 3D CT volumes to 2D fluoroscopy video frames has been used in a number of important medical applications such as image guided surgery and kinematic analysis of joints. A major limitation for this type of registration is the computational complexity of the algorithms required to perform the registration. These algorithms present a significant computational burden since they are iterative in nature and a new 3D CT volume must be calculated at every iteration. In this paper we propose a new fast single-plane 3D/2D image registration algorithm which only updates partial 3D data for some of the iterations instead of updating the full 3D volume at every iteration. Experimental results show that our algorithm can perform the 3D/2D registration 10 times faster than conventional approaches with no significant loss of accuracy or reduction in successful registration rate

U2 - 10.1109/DICTA.2012.6411727

DO - 10.1109/DICTA.2012.6411727

M3 - Conference contribution

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BT - 2012 International Conference on Digital Image Computing Techniques and Applications, DICTA 2012

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Haque MN, Pickering M, Biswas M, Frater M, SCARVELL J, Smith P. A slice based technique for low-complexity 3D/2D registration of CT to single plane x-ray fluoroscopy. In Mian AS, Tan T, editors, 2012 International Conference on Digital Image Computing Techniques and Applications, DICTA 2012. United States: IEEE, Institute of Electrical and Electronics Engineers. 2012. p. 1-6 doi: 10.1109/DICTA.2012.6411727

A slice based technique for low-complexity 3D/2D registration of CT to single plane x-ray fluoroscopy

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