Pennec, Xavier

7 publications

FnTML 2023 Introduction to Riemannian Geometry and Geometric Statistics: From Basic Theory to Implementation with Geomstats Nicolas Guigui, Nina Miolane, Xavier Pennec

MLOSS 2020 Geomstats: A Python Package for Riemannian Geometry in Machine Learning Nina Miolane, Nicolas Guigui, Alice Le Brigant, Johan Mathe, Benjamin Hou, Yann Thanwerdas, Stefan Heyder, Olivier Peltre, Niklas Koep, Hadi Zaatiti, Hatem Hajri, Yann Cabanes, Thomas Gerald, Paul Chauchat, Christian Shewmake, Daniel Brooks, Bernhard Kainz, Claire Donnat, Susan Holmes, Xavier Pennec

ECCV 2012 Spectral Demons - Image Registration via Global Spectral Correspondence Herve Lombaert, Leo J. Grady, Xavier Pennec, Nicholas Ayache, Farida Cheriet

ECCV 2004 An Accuracy Certified Augmented Reality System for Therapy Guidance Stéphane Nicolau, Xavier Pennec, Luc Soler, Nicholas Ayache

ECCV 2002 Multi-Scale EM-ICP: A Fast and Robust Approach for Surface Registration Sébastien Granger, Xavier Pennec

CVPR 1996 Randomness and Geometric Features in Computer Vision Xavier Pennec, Nicholas Ayache

ICCV 1995 Validation of 3D Registration Methods Based on Points and Frames Xavier Pennec, Jean-Philippe Thirion