Spline-Based Image Registration
International Journal of Computer Vision
Computing Large Deformation Metric Mappings via Geodesic Flows of Diffeomorphisms
International Journal of Computer Vision
Directly manipulated free-form deformation image registration
IEEE Transactions on Image Processing
Diffeomorphic registration using b-splines
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Generalized n-D Ck B-spline scattered data approximation with confidence values
Miar'06 Proceedings of the Third international conference on Medical Imaging and Augmented Reality
A pyramid approach to subpixel registration based on intensity
IEEE Transactions on Image Processing
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Motivated by previous work [16] and recent diffeomorphic image registration developments in which the characteristic velocity field is represented by spatiotemporal B-splines [3], we present a diffeomorphic B-spline-based image registration algorithm combining and extending these techniques. The advancements of the proposed framework over previous work include a preconditioned gradient descent algorithm and potential weighting of the metric gradient permitting, among other things, enforcement of stationary boundary conditions. In addition to theoretical and practical discussions of our contribution, we also describe its parallelized implementation as open source in the Insight Toolkit and perform an evaluation on publicly available brain data.