Wasza J, Bauer S, Hornegger J (2012)
Publication Type: Conference contribution
Publication year: 2012
Publisher: Springer
Edited Volumes: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
City/Town: Berlin Heidelberg
Pages Range: 576-583
Conference Proceedings Title: MICCAI 2012, Part II, LNCS 7511
Event location: Nizza
URI: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2012/Wasza12-RMC.pdf
Over the last years, range imaging (RI) techniques have been proposed for patient positioning and respiration analysis in motion compensation. Yet, current RI based approaches for patient positioning employ rigid-body transformations, thus neglecting free-form deformations induced by respiratory motion. Furthermore, RI based respiration analysis relies on non-rigid registration techniques with run-times of several seconds. In this paper we propose a real-time framework based on RI to perform respiratory motion compensated positioning and non-rigid surface deformation estimation in a joint manner. The core of our method are pre-procedurally obtained 4-D shape priors that drive the intra-procedural alignment of the patient to the reference state, simultaneously yielding a rigid-body table transformation and a free-form deformation accounting for respiratory motion. We show that our method outperforms conventional alignment strategies by a factor of 3.0 and 2.3 in the rotation and translation accuracy, respectively. Using a GPU based implementation, we achieve run-times of 40 ms.
APA:
Wasza, J., Bauer, S., & Hornegger, J. (2012). Real-time Motion Compensated Patient Positioning and Non-rigid Deformation Estimation using 4-D Shape Priors. In MICCAI 2012, Part II, LNCS 7511 (pp. 576-583). Nizza: Berlin Heidelberg: Springer.
MLA:
Wasza, Jakob, Sebastian Bauer, and Joachim Hornegger. "Real-time Motion Compensated Patient Positioning and Non-rigid Deformation Estimation using 4-D Shape Priors." Proceedings of the 15th International Conference on Medical Image Computing and Computer Assisted Intervention, Nizza Berlin Heidelberg: Springer, 2012. 576-583.
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