A computationally efficient approach for 2D-3D image registration.

Md Nazmul Haque, Mark R. Pickering, Moyuresh Biswas, Michael R. Frater, Jennie M. Scarvell, Paul N. Smith

Research output: A Conference proceeding or a Chapter in BookConference contribution

2 Citations (Scopus)

Abstract

2D-3D image registration has become an important tool in many clinical applications such as image-guided surgery and the kinematic analysis of bones in knee and ankle joints. A limitation of this approach is the need to recalculate the voxel values in the 3D volume for every iteration of the registration procedure. In this paper we propose a new 2D-3D image registration algorithm which uses the projected 2D data from the original 3D CT volume. For the majority of the iterations of the algorithm, only this 2D data is updated rather than the 3D volume. Experimental results show that similar registration accuracy to the approach which employs 3-D updates at every iteration can be achieved with our method if we employ 3-D updates only in the last few iterations. As a result of reducing the number of 3-D updates, the proposed approach reduces the time required to perform the registration by approximately a factor of five.

Original languageEnglish
Title of host publication2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10
PublisherInstitute of Electrical and Electronics Engineers
Pages6268-6271
Number of pages4
ISBN (Print)9781424441235
DOIs
Publication statusPublished - 2010
Externally publishedYes
Event2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10 - Buenos Aires, Argentina
Duration: 31 Aug 20104 Sep 2010

Conference

Conference2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10
CountryArgentina
CityBuenos Aires
Period31/08/104/09/10

Fingerprint

Image registration
Computer-Assisted Surgery
Cone-Beam Computed Tomography
Ankle Joint
Knee Joint
Biomechanical Phenomena
Surgery
Bone
Kinematics
Bone and Bones

Cite this

Haque, M. N., Pickering, M. R., Biswas, M., Frater, M. R., Scarvell, J. M., & Smith, P. N. (2010). A computationally efficient approach for 2D-3D image registration. In 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10 (pp. 6268-6271). Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/IEMBS.2010.5628073
Haque, Md Nazmul ; Pickering, Mark R. ; Biswas, Moyuresh ; Frater, Michael R. ; Scarvell, Jennie M. ; Smith, Paul N. / A computationally efficient approach for 2D-3D image registration. 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. Institute of Electrical and Electronics Engineers, 2010. pp. 6268-6271
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Haque, MN, Pickering, MR, Biswas, M, Frater, MR, Scarvell, JM & Smith, PN 2010, A computationally efficient approach for 2D-3D image registration. in 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. Institute of Electrical and Electronics Engineers, pp. 6268-6271, 2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10, Buenos Aires, Argentina, 31/08/10. https://doi.org/10.1109/IEMBS.2010.5628073

A computationally efficient approach for 2D-3D image registration. / Haque, Md Nazmul; Pickering, Mark R.; Biswas, Moyuresh; Frater, Michael R.; Scarvell, Jennie M.; Smith, Paul N.

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. Institute of Electrical and Electronics Engineers, 2010. p. 6268-6271.

Research output: A Conference proceeding or a Chapter in BookConference contribution

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Haque MN, Pickering MR, Biswas M, Frater MR, Scarvell JM, Smith PN. A computationally efficient approach for 2D-3D image registration. In 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. Institute of Electrical and Electronics Engineers. 2010. p. 6268-6271 https://doi.org/10.1109/IEMBS.2010.5628073