Computing large deformation metric mappings via geodesic flows of diffeomorphisms, IJCV, 2005. ,
Unsupervised learning for fast probabilistic diffeomorphic registration, 2018. ,
Statistical models of currents for measuring the variability of anatomical curves, surfaces and their evolution, 2010. ,
URL : https://hal.archives-ouvertes.fr/tel-00631382
Morphometry of anatomical shape complexes with dense deformations and sparse parameters, NeuroImage, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01015771
A bayesian framework for joint morphometry of surface and curve meshes in multi-object complexes, Medical Image Analysis, vol.35, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01359423
A sub-riemannian modular framework for diffeomorphism-based analysis of shape ensembles, SIAM Journal on Imaging Sciences, vol.11, issue.1, pp.802-833, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01321142
An introduction to variational methods for graphical models, Machine learning, vol.37, issue.2, pp.183-233, 1999. ,
Auto-encoding variational bayes, stat, vol.1050, p.10, 2014. ,
Geodesic shooting for computational anatomy, Journal of Mathematical Imaging and Vision, vol.24, issue.2, pp.209-228, 2006. ,
, Automatic differentiation in pytorch, 2017.
Intrinsic statistics on riemannian manifolds: Basic tools for geometric measurements, Journal of Mathematical Imaging and Vision, vol.25, issue.1, pp.127-154, 2006. ,
URL : https://hal.archives-ouvertes.fr/inria-00614994
On growth and form. On growth and form, 1942. ,
Surface matching via currents. In: Information processing in medical imaging, pp.1-5, 2005. ,
URL : https://hal.archives-ouvertes.fr/hal-00263652
Symmetric log-domain diffeomorphic registration: A demons-based approach, 2008. ,
URL : https://hal.archives-ouvertes.fr/inria-00280602
Quicksilver: Fast predictive image registration-a deep learning approach, NeuroImage, vol.158, pp.378-396, 2017. ,
, Shapes and Diffeomorphisms. Applied Mathematical Sciences, 2010.
Bayesian principal geodesic analysis in diffeomorphic image registration, International Conference on Medical Image Computing and Computer-Assisted Intervention, pp.121-128, 2014. ,
Fast diffeomorphic image registration via fourierapproximated lie algebras, Int. Journal of Computer Vision, pp.1-13, 2018. ,