Spherical Demons: Fast Diffeomorphic Landmark-Free Surface Registration

Abstract : We present the Spherical Demons algorithm for registering two spherical images. By exploiting spherical vector spline interpolation theory, we show that a large class of regularizors for the modified Demons objective function can be efficiently approximated on the sphere using iterative smoothing. Based on one parameter subgroups of diffeomorphisms, the resulting registration is diffeomorphic and fast. The Spherical Demons algorithm can also be modified to register a given spherical image to a probabilistic atlas. We demonstrate two variants of the algorithm corresponding to warping the atlas or warping the subject. Registration of a cortical surface mesh to an atlas mesh, both with more than 160k nodes requires less than 5 minutes when warping the atlas and less than 3 minutes when warping the subject on a Xeon 3.2GHz single processor machine. This is comparable to the fastest non-diffeomorphic landmarkfree surface registration algorithms. Furthermore, the accuracy of our method compares favorably to the popular FreeSurfer registration algorithm. We validate the technique in two different applications that use registration to transfer segmentation labels onto a new image: (1) parcellation of in-vivo cortical surfaces and (2) Brodmann area localization in ex-vivo cortical surfaces.
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IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, 2010, 29 (3), pp.650--668. 〈10.1109/TMI.2009.2030797〉
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Contributeur : Project-Team Asclepios <>
Soumis le : vendredi 19 août 2011 - 19:13:46
Dernière modification le : jeudi 19 avril 2018 - 11:46:33

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Boon Thye Thomas Yeo, Mert Sabuncu, Tom Vercauteren, Nicholas Ayache, Bruce Fischl, et al.. Spherical Demons: Fast Diffeomorphic Landmark-Free Surface Registration. IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, 2010, 29 (3), pp.650--668. 〈10.1109/TMI.2009.2030797〉. 〈inria-00616102〉

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