DOI: 10.1007/978-3-642-22092-0_51. A Multi-scale Kernel Bundle for LDDMM: Towards Sparse Deformation Description across Space and Scales

A Multi-scale Kernel Bundle for LDDMM: Towards Sparse Deformation Description across Space and Scales

10.1007/978-3-642-22092-0_51

Crossref book-chapter

Springer Berlin Heidelberg

Lecture Notes in Computer Science (297)

Authors 4

Stefan Sommer (first)
Mads Nielsen (additional)
François Lauze (additional)
Xavier Pennec (additional)

References 18 Referenced 17

Arsigny, V., Commowick, O., Pennec, X., Ayache, N.: A log-euclidean framework for statistics on diffeomorphisms. In: Larsen, R., Nielsen, M., Sporring, J. (eds.) MICCAI 2006. LNCS, vol. 4190, pp. 924–931. Springer, Heidelberg (2006) (10.1007/11866565_113) / Medical Image Computing and Computer-Assisted Intervention – MICCAI 2006 / Lecture Notes in Computer Science by V. Arsigny (2006)
Beg, M.F., Miller, M.I., Trouvé, A., Younes, L.: Computing large deformation metric mappings via geodesic flows of diffeomorphisms. IJCV 61(2), 139–157 (2005) (10.1023/B:VISI.0000043755.93987.aa) / IJCV by M.F. Beg (2005)
Castillo, R., Castillo, E., Guerra, R., Johnson, V.E., McPhail, T., Garg, A.K., Guerrero, T.: A framework for evaluation of deformable image registration spatial accuracy using large landmark point sets. Physics in Medicine and Biology 54(7), 1849–1870 (2009) (10.1088/0031-9155/54/7/001) / Physics in Medicine and Biology by R. Castillo (2009)
Christensen, G., Rabbitt, R., Miller, M.: Deformable templates using large deformation kinematics. IEEE Transactions on Image Processing 5(10) (2002) (10.1109/83.536892)
Cotter, C.J., Holm, D.D.: Singular solutions, momentum maps and computational anatomy. nlin/0605020 (May 2006)
Dupuis, P., Grenander, U., Miller, M.I.: Variational problems on flows of diffeomorphisms for image matching (1998) (10.1090/qam/1632326)
Grenander, U.: General Pattern Theory: A Mathematical Study of Regular Structures. Oxford University Press, USA (1994) (10.1093/oso/9780198536710.001.0001) / General Pattern Theory: A Mathematical Study of Regular Structures by U. Grenander (1994)
Hernandez, M., Bossa, M., Olmos, S.: Registration of anatomical images using paths of diffeomorphisms parameterized with stationary vector field flows. International Journal of Computer Vision 85(3), 291–306 (2009) (10.1007/s11263-009-0219-z) / International Journal of Computer Vision by M. Hernandez (2009)
Joshi, S., Davis, B., Jomier, B.M., Guido Gerig, B.: Unbiased diffeomorphic atlas construction for computational anatomy. NeuroImage 23, 151–160 (2004) (10.1016/j.neuroimage.2004.07.068) / NeuroImage by S. Joshi (2004)
Micheli, M.: The differential geometry of landmark shape manifolds: metrics, geodesics, and curvature. Ph.D. thesis, Brown University, Providence, USA (2008)
Pennec, X., Stefanescu, R., Arsigny, V., Fillard, P., Ayache, N.: Riemannian elasticity: A statistical regularization framework for non-linear registration. In: Duncan, J.S., Gerig, G. (eds.) MICCAI 2005. LNCS, vol. 3750, pp. 943–950. Springer, Heidelberg (2005) (10.1007/11566489_116) / Medical Image Computing and Computer-Assisted Intervention – MICCAI 2005 / Lecture Notes in Computer Science by X. Pennec (2005)
Risser, L., Vialard, F.-X., Wolz, R., Holm, D.D., Rueckert, D.: Simultaneous fine and coarse diffeomorphic registration: Application to atrophy measurement in alzheimer’s disease. In: Jiang, T., Navab, N., Pluim, J.P.W., Viergever, M.A. (eds.) MICCAI 2010. LNCS, vol. 6362, pp. 610–617. Springer, Heidelberg (2010), PMID: 20879366 (10.1007/978-3-642-15745-5_75) / Medical Image Computing and Computer-Assisted Intervention – MICCAI 2010 / Lecture Notes in Computer Science by L. Risser (2010)
Thirion, J.: Image matching as a diffusion process: an analogy with maxwell’s demons. Medical Image Analysis 2(3), 243–260 (1998) (10.1016/S1361-8415(98)80022-4) / Medical Image Analysis by J. Thirion (1998)
Trouvé, A.: An infinite dimensional group approach for physics based models in patterns recognition (1995)
Vaillant, M., Miller, M., Younes, L., Trouvé, A.: Statistics on diffeomorphisms via tangent space representations. NeuroImage 23(suppl. 1), S161–S169 (2004) (10.1016/j.neuroimage.2004.07.023) / NeuroImage by M. Vaillant (2004)
Vercauteren, T., Pennec, X., Perchant, A., Ayache, N.: Diffeomorphic demons: efficient non-parametric image registration. NeuroImage 45(suppl. 1), 61–72 (2009) (10.1016/j.neuroimage.2008.10.040) / NeuroImage by T. Vercauteren (2009)
Younes, L.: Shapes and Diffeomorphisms. Springer, Heidelberg (2010) (10.1007/978-3-642-12055-8) / Shapes and Diffeomorphisms by L. Younes (2010)
Younes, L., Arrate, F., Miller, M.I.: Evolutions equations in computational anatomy. NeuroImage 45(1, suppl. 1), S40–S50 (2009) (10.1016/j.neuroimage.2008.10.050) / NeuroImage by L. Younes (2009)

Dates

Type	When
Created	14 years, 2 months ago (June 17, 2011, 1:49 p.m.)
Deposited	1 year, 4 months ago (April 7, 2024, 1:09 p.m.)
Indexed	1 year ago (Sept. 5, 2024, 9:35 p.m.)
Issued	14 years, 8 months ago (Jan. 1, 2011)
Published	14 years, 8 months ago (Jan. 1, 2011)
Published Print	14 years, 8 months ago (Jan. 1, 2011)

Funders 0

None

BibTeX

@inbook{Sommer_2011, title={A Multi-scale Kernel Bundle for LDDMM: Towards Sparse Deformation Description across Space and Scales}, ISBN={9783642220920}, ISSN={1611-3349}, url={http://dx.doi.org/10.1007/978-3-642-22092-0_51}, DOI={10.1007/978-3-642-22092-0_51}, booktitle={Information Processing in Medical Imaging}, publisher={Springer Berlin Heidelberg}, author={Sommer, Stefan and Nielsen, Mads and Lauze, François and Pennec, Xavier}, year={2011}, pages={624–635} }

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