An octree based approach to multi-grid B-spline registration

Pingge Jiang; James A. Shackleford

doi:10.1117/12.2254619

24 February 2017 An octree based approach to multi-grid B-spline registration

Pingge Jiang, James A. Shackleford

Proceedings Volume 10133, Medical Imaging 2017: Image Processing; 101330W (2017) https://doi.org/10.1117/12.2254619
Event: SPIE Medical Imaging, 2017, Orlando, Florida, United States

Abstract

In this paper we propose a new strategy for the recovery of complex anatomical deformations that exhibit local discontinuities, such as the shearing found at the lung-ribcage interface, using multi-grid octree B-splines. B- spline based image registration is widely used in the recovery of respiration induced deformations between CT images. However, the continuity imposed upon the computed deformation field by the parametrizing cubic B- spline basis function results in an inability to correctly capture discontinuities such as the sliding motion at organ boundaries. The proposed technique eﬃciently captures deformation within and at organ boundaries without the need for prior knowledge, such as segmentation, by selectively increasing deformation freedom within image regions exhibiting poor local registration. Experimental results show that the proposed method achieves more physically plausible deformations than traditional global B-spline methods.

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Citation Download Citation

Pingge Jiang and James A. Shackleford "An octree based approach to multi-grid B-spline registration", Proc. SPIE 10133, Medical Imaging 2017: Image Processing, 101330W (24 February 2017); https://doi.org/10.1117/12.2254619

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