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 BookConference contribution

3 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 languageEnglish
Title of host publication2012 International Conference on Digital Image Computing Techniques and Applications, DICTA 2012
EditorsAjmal S. Mian, Tele Tan
Place of PublicationUnited States
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages1-6
Number of pages6
ISBN (Print)9781467321815
DOIs
Publication statusPublished - 2012
Externally publishedYes
Event2012 14th International Conference on Digital Image Computing Techniques and Applications, DICTA 2012 - Fremantle, Fremantle, Australia
Duration: 3 Dec 20125 Dec 2012

Conference

Conference2012 14th International Conference on Digital Image Computing Techniques and Applications, DICTA 2012
CountryAustralia
CityFremantle
Period3/12/125/12/12

Fingerprint

X rays
Image registration
Medical applications
Surgery
Computational complexity
Kinematics

Cite this

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). United States: IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/DICTA.2012.6411727
Haque, Md. Nazmui ; Pickering, Mark ; Biswas, Moyuresh ; Frater, Michael ; SCARVELL, Jennie ; Smith, Paul. / 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
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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, 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; Frater, Michael; SCARVELL, Jennie; Smith, Paul.

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 BookConference contribution

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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

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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 https://doi.org/10.1109/DICTA.2012.6411727