Loic Devilliers

Présentation

J'ai effectué ma thèse de 2015 à 2017.

Publications

Article dans une revue (2)

Inconsistency of template estimation by minimizing of the variance/pre-variance in the quotient space Loïc Devilliers,Stéphanie Allassonnière,Alain Trouvé,Xavier Pennec Entropy, 2017, 19 (6), pp.article 288. ⟨10.3390/e19060288⟩ Article dans une revue hal-01543616v1
Template estimation in computational anatomy: Fréchet means in top and quotient spaces are not consistent Loïc Devilliers,Stéphanie Allassonnière,Alain Trouvé,Xavier Pennec SIAM Journal on Imaging Sciences, 2017, 10 (3), pp.1139-1169. ⟨10.1137/16M1083931⟩ Article dans une revue hal-01352707v4

Communication dans un congrès (2)

Inconsistency of Template Estimation with the Fréchet mean in Quotient Space Loïc Devilliers,Xavier Pennec,Stéphanie Allassonnière Information Processing in Medical Imaging. IPMI 2017., Martin Styner; Marc Niethammer; Dinggang Shen; Stephen Aylward; Ipek Oguz; Hongtu Zhu, Jun 2017, Boone, United States. pp.16-27, ⟨10.1007/978-3-319-59050-9_2⟩ Communication dans un congrès hal-01481074v2
Estimating the Template in the Total Space with the Fréchet Mean on Quotient Spaces may have a Bias: a Case Study on Vector Spaces Quotiented by the Group of Translations Stéphanie Allassonnière,Loïc Devilliers,Xavier Pennec Mathematical Foundations of Computational Anatomy (MFCA'15), Oct 2015, Munich, Germany. pp.131-142 Communication dans un congrès hal-01203816v1

Chapitre d'ouvrage (1)

Bias on estimation in quotient space and correction methods: Applications to statistics on organ shapes Nina Miolane,Loïc Devilliers,Xavier Pennec Riemannian Geometric Statistics in Medical Image Analysis, Chap. 9, Elsevier, pp.343-376, 2020, ⟨10.1016/B978-0-12-814725-2.00017-0⟩ Chapitre d'ouvrage hal-02342155v1