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Proceedings Paper

Rendering-based video-CT registration with physical constraints for image-guided endoscopic sinus surgery
Author(s): Y. Otake; S. Leonard; A. Reiter; P. Rajan; J. H. Siewerdsen; G. L. Gallia; M. Ishii; R. H. Taylor; G. D. Hager
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Paper Abstract

We present a system for registering the coordinate frame of an endoscope to pre- or intra- operatively acquired CT data based on optimizing the similarity metric between an endoscopic image and an image predicted via rendering of CT. Our method is robust and semi-automatic because it takes account of physical constraints, specifically, collisions between the endoscope and the anatomy, to initialize and constrain the search. The proposed optimization method is based on a stochastic optimization algorithm that evaluates a large number of similarity metric functions in parallel on a graphics processing unit. Images from a cadaver and a patient were used for evaluation. The registration error was 0.83 mm and 1.97 mm for cadaver and patient images respectively. The average registration time for 60 trials was 4.4 seconds. The patient study demonstrated robustness of the proposed algorithm against a moderate anatomical deformation.

Paper Details

Date Published: 18 March 2015
PDF: 6 pages
Proc. SPIE 9415, Medical Imaging 2015: Image-Guided Procedures, Robotic Interventions, and Modeling, 94150A (18 March 2015); doi: 10.1117/12.2081732
Show Author Affiliations
Y. Otake, Johns Hopkins Univ. (United States)
Nara Institute of Science and Technology (Japan)
S. Leonard, Johns Hopkins Univ. (United States)
A. Reiter, Johns Hopkins Univ. (United States)
P. Rajan, Johns Hopkins Univ. (United States)
J. H. Siewerdsen, Johns Hopkins Univ. (United States)
G. L. Gallia, Johns Hopkins Univ. (United States)
M. Ishii, Johns Hopkins Univ. (United States)
R. H. Taylor, Johns Hopkins Univ. (United States)
G. D. Hager, Johns Hopkins Univ. (United States)


Published in SPIE Proceedings Vol. 9415:
Medical Imaging 2015: Image-Guided Procedures, Robotic Interventions, and Modeling
Robert J. Webster; Ziv R. Yaniv, Editor(s)

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