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Volumn 8673 LNCS, Issue PART 1, 2014, Pages 227-234

Spatially-varying metric learning for diffeomorphic image registration: A variational framework

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN MAPPING; DEFORMATION; MEDICAL COMPUTING;

EID: 84909635996     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-10404-1_29     Document Type: Conference Paper
Times cited : (20)

References (14)
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    • Allassonnière, S., Amit, Y., Trouvé, A.: Towards a coherent statistical framework for dense deformable template estimation. J. R. Statist. Soc. B 69(1), 3-29 (2007)
    • (2007) J. R. Statist. Soc. B , vol.69 , Issue.1 , pp. 3-29
    • Allassonnière, S.1    Amit, Y.2    Trouvé, A.3
  • 3
    • 5444276422 scopus 로고    scopus 로고
    • Computing large deformation metric mappings via geodesic flows of diffeomorphisms
    • 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)
    • (2005) IJCV , vol.61 , Issue.2 , pp. 139-157
    • Beg, M.F.1    Miller, M.I.2    Trouvé, A.3    Younes, L.4
  • 4
    • 84873193018 scopus 로고    scopus 로고
    • Sparse adaptive parameterization of variability in image ensembles
    • Durrleman, S., Allassonnière, S., Joshi, S.: Sparse adaptive parameterization of variability in image ensembles. IJCV 101(1), 161-183 (2013)
    • (2013) IJCV , vol.101 , Issue.1 , pp. 161-183
    • Durrleman, S.1    Allassonnière, S.2    Joshi, S.3
  • 6
    • 79953208930 scopus 로고    scopus 로고
    • The Riemannian Geometry of the Space of Positive-Definite Matrices and Its Application to the Regularization of Positive-Definite Matrix-Valued Data
    • Moakher, M., Zerai, M.: The Riemannian Geometry of the Space of Positive-Definite Matrices and Its Application to the Regularization of Positive-Definite Matrix-Valued Data. JMIV 40(2), 171-187 (2011)
    • (2011) JMIV , vol.40 , Issue.2 , pp. 171-187
    • Moakher, M.1    Zerai, M.2
  • 8
    • 84894609315 scopus 로고    scopus 로고
    • Left-invariant metrics for diffeomorphic image registration with spatially-varying regularisation
    • Mori, K., Sakuma, I., Sato, Y., Barillot, C., Navab, N. (eds.) MICCAI 2013, Part I. Springer, Heidelberg
    • Schmah, T., Risser, L., Vialard, F.X.: Left-invariant metrics for diffeomorphic image registration with spatially-varying regularisation. In: Mori, K., Sakuma, I., Sato, Y., Barillot, C., Navab, N. (eds.) MICCAI 2013, Part I. LNCS, vol. 8149, pp. 203-210. Springer, Heidelberg (2013)
    • (2013) LNCS , vol.8149 , pp. 203-210
    • Schmah, T.1    Risser, L.2    Vialard, F.X.3
  • 10
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    • 84885912035 scopus 로고    scopus 로고
    • A bayesian approach for spatially adaptive regularisation in non-rigid registration
    • Mori, K., Sakuma, I., Sato, Y., Barillot, C., Navab, N. (eds.) MICCAI 2013, Part II. Springer, Heidelberg
    • Simpson, I.J.A., Woolrich, M.W., Cardoso, M.J., Cash, D.M., Modat, M., Schnabel, J.A., Ourselin, S.: A bayesian approach for spatially adaptive regularisation in non-rigid registration. In: Mori, K., Sakuma, I., Sato, Y., Barillot, C., Navab, N. (eds.) MICCAI 2013, Part II. LNCS, vol. 8150, pp. 10-18. Springer, Heidelberg (2013)
    • (2013) LNCS , vol.8150 , pp. 10-18
    • Simpson, I.J.A.1    Woolrich, M.W.2    Cardoso, M.J.3    Cash, D.M.4    Modat, M.5    Schnabel, J.A.6    Ourselin, S.7
  • 13
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    • Kernel bundle EPDiff: Evolution equations for multi-scale diffeomorphic image registration
    • Bruckstein, A.M., ter Haar Romeny, B.M., Bronstein, A.M., Bronstein, M.M. (eds.) SSVM 2011. Springer, Heidelberg
    • Sommer, S., Lauze, F., Nielsen, M., Pennec, X.: Kernel bundle EPDiff: Evolution equations for multi-scale diffeomorphic image registration. In: Bruckstein, A.M., ter Haar Romeny, B.M., Bronstein, A.M., Bronstein, M.M. (eds.) SSVM 2011. LNCS, vol. 6667, pp. 677-688. Springer, Heidelberg (2012)
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    • Sommer, S.1    Lauze, F.2    Nielsen, M.3    Pennec, X.4
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    • Bayesian estimation of regularization and atlas building in diffeomorphic image registration
    • Gee, J.C., Joshi, S., Pohl, K.M., Wells, W.M., Zöllei, L. (eds.) IPMI 2013. Springer, Heidelberg
    • Zhang, M., Singh, N., Fletcher, P.T.: Bayesian estimation of regularization and atlas building in diffeomorphic image registration. In: Gee, J.C., Joshi, S., Pohl, K.M., Wells, W.M., Zöllei, L. (eds.) IPMI 2013. LNCS, vol. 7917, pp. 37-48. Springer, Heidelberg (2013)
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