Xavier Pennec - RankMe

238 papers A* 3A 10B 11C 1Journal 90Unranked 118

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Parsimonious Gaussian mixture models with piecewise-constant eigenvalue profiles. Stat. Comput. Tom Szwagier, Pierre-Alexandre Mattei, Charles Bouveyron, Xavier Pennec
2025	J	`jnl`	Beyond Euclid: an illustrated guide to modern machine learning with geometric, topological, and algebraic structures. Mach. Learn. Sci. Technol. Mathilde Papillon, Sophia Sanborn, Johan Mathe, Louisa Cornelis, Abby Bertics, Domas Buracas, Hansen Lillemark, Christian Shewmake, Fatih Dinc, Xavier Pennec, Nina Miolane
2025	—	`conf`	Eigengap Sparsity for Covariance Parsimony. GSI (2) Tom Szwagier, Guillaume Olikier, Xavier Pennec
2025	—	`conf`	Log-Euclidean Frameworks for Smooth Brain Connectivity Trajectories. GSI (3) Olivier Bisson, Yanis Aeschlimann, Samuel Deslauriers-Gauthier, Xavier Pennec
2025	J	`jnl`	Nested subspace learning with flags. CoRR Tom Szwagier, Xavier Pennec
2025	J	`jnl`	Parsimonious Gaussian mixture models with piecewise-constant eigenvalue profiles. CoRR Tom Szwagier, Pierre-Alexandre Mattei, Charles Bouveyron, Xavier Pennec
2024	J	`jnl`	Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures. CoRR Sophia Sanborn, Johan Mathe, Mathilde Papillon, Domas Buracas, Hansen Lillemark, Christian Shewmake, Abby Bertics, Xavier Pennec, Nina Miolane
2023	J	`jnl`	Bures-Wasserstein Minimizing Geodesics between Covariance Matrices of Different Ranks. SIAM J. Matrix Anal. Appl. Yann Thanwerdas, Xavier Pennec
2023	—	`conf`	Characterization of Invariant Inner Products. GSI (1) Yann Thanwerdas, Xavier Pennec
2023	J	`jnl`	Introduction to Riemannian Geometry and Geometric Statistics: From Basic Theory to Implementation with Geomstats. Found. Trends Mach. Learn. Nicolas Guigui, Nina Miolane, Xavier Pennec
2023	J	`jnl`	Principal subbundles for dimension reduction. CoRR Morten Akhøj, James Benn, Erlend Grong, Stefan Sommer, Xavier Pennec
2023	—	`conf`	Rethinking the Riemannian Logarithm on Flag Manifolds as an Orthogonal Alignment Problem. GSI (1) Tom Szwagier, Xavier Pennec
2023	—	`conf`	Riemannian Locally Linear Embedding with Application to Kendall Shape Spaces. GSI (1) Elodie Maignant, Alain Trouvé, Xavier Pennec
2023	—	`conf`	Tangent Phylogenetic PCA. SCIA (2) Morten Akhøj, Xavier Pennec, Stefan Sommer
2023	—	`conf`	Towards Quotient Barycentric Subspaces. GSI (1) Anna Calissano, Elodie Maignant, Xavier Pennec
2022	J	`jnl`	Numerical Accuracy of Ladder Schemes for Parallel Transport on Manifolds. Found. Comput. Math. Nicolas Guigui, Xavier Pennec
2022	J	`jnl`	Theoretically and Computationally Convenient Geometries on Full-Rank Correlation Matrices. SIAM J. Matrix Anal. Appl. Yann Thanwerdas, Xavier Pennec
2021	—	`conf`	A Reduced Parallel Transport Equation on Lie Groups with a Left-Invariant Metric. GSI Nicolas Guigui, Xavier Pennec
2021	—	`conf`	Cardiac Motion Modeling With Parallel Transport And Shape Splines. ISBI Nicolas Guigui, Pamela Moceri, Maxime Sermesant, Xavier Pennec
2021	J	`jnl`	Cardiac Motion Modeling with Parallel Transport and Shape Splines. CoRR Nicolas Guigui, Pamela Moceri, Maxime Sermesant, Xavier Pennec
2021	B	`conf`	Geodesic squared exponential kernel for non-rigid shape registration. FG Florent Jousse, Xavier Pennec, Hervé Delingette, Matilde Gonzalez
2021	J	`jnl`	Geodesic squared exponential kernel for non-rigid shape registration. CoRR Florent Jousse, Xavier Pennec, Hervé Delingette, Matilde Gonzalez
2021	—	`conf`	Geodesics and Curvature of the Quotient-Affine Metrics on Full-Rank Correlation Matrices. GSI Yann Thanwerdas, Xavier Pennec
2021	—	`conf`	Parallel Transport on Kendall Shape Spaces. GSI Nicolas Guigui, Elodie Maignant, Alain Trouvé, Xavier Pennec
2020	J	`jnl`	Geomstats: A Python Package for Riemannian Geometry in Machine Learning. CoRR Nina Miolane, Alice Le Brigant, Johan Mathe, Benjamin Hou, Nicolas Guigui, Yann Thanwerdas, Stefan Heyder, Olivier Peltre, Niklas Koep, Hadi Zaatiti, Hatem Hajri, Yann Cabanes, Thomas Gerald, Paul Chauchat, Christian Shewmake, Bernhard Kainz, Claire Donnat, Susan P. Holmes, Xavier Pennec
2020	—	`conf`	Introduction to Geometric Learning in Python with Geomstats. SciPy Nina Miolane, Nicolas Guigui, Hadi Zaatiti, Christian Shewmake, Hatem Hajri, Daniel Brooks, Alice Le Brigant, Johan Mathe, Benjamin Hou, Yann Thanwerdas, Stefan Heyder, Olivier Peltre, Niklas Koep, Yann Cabanes, Thomas Gerald, Paul Chauchat, Bernhard Kainz, Claire Donnat, Susan P. Holmes, Xavier Pennec
2020	J	`jnl`	Numerical Accuracy of Ladder Schemes for Parallel Transport on Manifolds. CoRR Nicolas Guigui, Xavier Pennec
2019	J	`jnl`	A model of brain morphological changes related to aging and Alzheimer's disease from cross-sectional assessments. CoRR Raphaël Sivera, Hervé Delingette, Marco Lorenzi, Xavier Pennec, Nicholas Ayache
2019	J	`jnl`	A model of brain morphological changes related to aging and Alzheimer's disease from cross-sectional assessments. NeuroImage Raphaël Sivera, Hervé Delingette, Marco Lorenzi, Xavier Pennec, Nicholas Ayache
2019	—	`conf`	Exploration of Balanced Metrics on Symmetric Positive Definite Matrices. GSI Yann Thanwerdas, Xavier Pennec
2019	—	`conf`	Is Affine-Invariance Well Defined on SPD Matrices? A Principled Continuum of Metrics. GSI Yann Thanwerdas, Xavier Pennec
2019	—	`ed.`	Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy - 4th International Workshop, MBIA 2019, and 7th International Workshop, MFCA 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings MBIA/MFCA@MICCAI Dajiang Zhu, Jingwen Yan, Heng Huang, Li Shen, Paul M. Thompson, Carl-Fredrik Westin, Xavier Pennec, Sarang C. Joshi, Mads Nielsen, Tom Fletcher, Stanley Durrleman, Stefan Sommer
2019	—	`conf`	Symmetric Algorithmic Components for Shape Analysis with Diffeomorphisms. GSI Nicolas Guigui, Shuman Jia, Maxime Sermesant, Xavier Pennec
2019	J	`jnl`	Symmetric Algorithmic Components for Shape Analysis with Diffeomorphisms. CoRR Nicolas Guigui, Shuman Jia, Maxime Sermesant, Xavier Pennec
2018	—	`conf`	Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss. STACOM@MICCAI Shuman Jia, Antoine Despinasse, Zihao Wang, Hervé Delingette, Xavier Pennec, Pierre Jaïs, Hubert Cochet, Maxime Sermesant
2018	J	`jnl`	Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss. CoRR Shuman Jia, Antoine Despinasse, Zihao Wang, Hervé Delingette, Xavier Pennec, Pierre Jaïs, Hubert Cochet, Maxime Sermesant
2018	J	`jnl`	Cardiac Motion Evolution Model for Analysis of Functional Changes Using Tensor Decomposition and Cross-Sectional Data. IEEE Trans. Biomed. Eng. Kristin McLeod, Kristin Tøndel, Lilian Calvet, Maxime Sermesant, Xavier Pennec
2018	J	`jnl`	Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? IEEE Trans. Medical Imaging Olivier Bernard, Alain Lalande, Clément Zotti, Frederic Cervenansky, Xin Yang, Pheng-Ann Heng, Irem Cetin, Karim Lekadir, Oscar Camara, Miguel Ángel González Ballester, Gerard Sanroma, Sandy Napel, Steffen E. Petersen, Georgios Tziritas, Elias Grinias, Mahendra Khened, Alex Varghese, Ganapathy Krishnamurthi, Marc-Michel Rohé, Xavier Pennec, Maxime Sermesant, Fabian Isensee, Paul Jäger, Klaus H. Maier-Hein, Peter M. Full, Ivo Wolf, Sandy Engelhardt, Christian F. Baumgartner, Lisa M. Koch, Jelmer M. Wolterink, Ivana Isgum, Yeonggul Jang, Yoonmi Hong, Jay Patravali, Shubham Jain, Olivier Humbert, Pierre-Marc Jodoin
2018	J	`jnl`	Low-dimensional representation of cardiac motion using Barycentric Subspaces: A new group-wise paradigm for estimation, analysis, and reconstruction. Medical Image Anal. Marc-Michel Rohé, Maxime Sermesant, Xavier Pennec
2018	—	`conf`	Parallel Transport of Surface Deformations from Pole Ladder to Symmetrical Extension. ShapeMI@MICCAI Shuman Jia, Nicolas Duchateau, Pamela Moceri, Maxime Sermesant, Xavier Pennec
2018	J	`jnl`	Parallel Transport with Pole Ladder: a Third Order Scheme in Affine Connection Spaces which is Exact in Affine Symmetric Spaces. CoRR Xavier Pennec
2018	J	`jnl`	Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge. IEEE J. Biomed. Health Informatics Avan Suinesiaputra, Pierre Ablin, Xènia Albà, Martino Alessandrini, Jack Allen, Wenjia Bai, Serkan Çimen, Peter Claes, Brett R. Cowan, Jan D'hooge, Nicolas Duchateau, Jan Ehrhardt, Alejandro F. Frangi, Ali Gooya, Vicente Grau, Karim Lekadir, Allen Lu, Anirban Mukhopadhyay, Ilkay Öksüz, Nripesh Parajuli, Xavier Pennec, Marco Pereañez, Catarina Pinto, Paolo Piras, Marc-Michel Rohé, Daniel Rueckert, Dennis Säring, Maxime Sermesant, Kaleem Siddiqi, Mahdi Tabassian, Luciano Teresi, Sotirios A. Tsaftaris, Matthias Wilms, Alistair A. Young, Xingyu Zhang, Pau Medrano-Gracia
2018	J	`jnl`	Topologically Constrained Template Estimation via Morse-Smale Complexes Controls Its Statistical Consistency. SIAM J. Appl. Algebra Geom. Nina Miolane, Susan P. Holmes, Xavier Pennec
2018	J	`jnl`	geomstats: a Python Package for Riemannian Geometry in Machine Learning. CoRR Nina Miolane, Johan Mathe, Claire Donnat, Mikael Jorda, Xavier Pennec
2017	—	`conf`	Automatic Multi-Atlas Segmentation of Myocardium with SVF-Net. STACOM@MICCAI Marc-Michel Rohé, Maxime Sermesant, Xavier Pennec
2017	J	`jnl`	Detecting Clinically Meaningful Shape Clusters in Medical Image Data: Metrics Analysis for Hierarchical Clustering Applied to Healthy and Pathological Aortic Arches. IEEE Trans. Biomed. Eng. Jan L. Bruse, Maria A. Zuluaga, Abbas Khushnood, Kristin McLeod, Hopewell N. Ntsinjana, Tain-Yen Hsia, Maxime Sermesant, Xavier Pennec, Andrew Mayall Taylor, Silvia Schievano
2017	—	`ed.`	Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics - First International Workshop, GRAIL 2017, 6th International Workshop, MFCA 2017, and Third International Workshop, MICGen 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10-14, 2017, Proceedings GRAIL/MFCA/MICGen@MICCAI M. Jorge Cardoso, Tal Arbel, Enzo Ferrante, Xavier Pennec, Adrian V. Dalca, Sarah Parisot, Sarang C. Joshi, Nematollah Kayhan Batmanghelich, Aristeidis Sotiras, Mads Nielsen, Mert R. Sabuncu, Tom Fletcher, Li Shen, Stanley Durrleman, Stefan Sommer
2017	—	`conf`	Improving Understanding of Long-Term Cardiac Functional Remodelling via Cross-Sectional Analysis of Polyaffine Motion Parameters. FIMH Kristin McLeod, Maxime Sermesant, Xavier Pennec
2017	J	`jnl`	Inconsistency of Template Estimation by Minimizing of the Variance/Pre-Variance in the Quotient Space. Entropy Loïc Devilliers, Stéphanie Allassonnière, Alain Trouvé, Xavier Pennec
2017	—	`conf`	Inconsistency of Template Estimation with the Fréchet Mean in Quotient Space. IPMI Loïc Devilliers, Xavier Pennec, Stéphanie Allassonnière
2017	—	`conf`	Longitudinal Analysis Using Personalised 3D Cardiac Models with Population-Based Priors: Application to Paediatric Cardiomyopathies. MICCAI (2) Roch Molléro, Hervé Delingette, Manasi Datar, Tobias Heimann, Jakob A. Hauser, Dilveer Panesar, Alexander Jones, Andrew Mayall Taylor, Marcus Kelm, Titus Kühne, Marcello Chinali, Gabriele Rinelli, Nicholas Ayache, Xavier Pennec, Maxime Sermesant
2017	—	`conf`	Longitudinal Parameter Estimation in 3D Electromechanical Models: Application to Cardiovascular Changes in Digestion. FIMH Roch Molléro, Jakob A. Hauser, Xavier Pennec, Manasi Datar, Hervé Delingette, Alexander Jones, Nicholas Ayache, Tobias Heimann, Maxime Sermesant
2017	—	`conf`	Prediction of Post-Ablation Outcome in Atrial Fibrillation Using Shape Parameterization and Partial Least Squares Regression. FIMH Shuman Jia, Claudia Camaioni, Marc-Michel Rohé, Pierre Jaïs, Xavier Pennec, Hubert Cochet, Maxime Sermesant
2017	—	`conf`	SVF-Net: Learning Deformable Image Registration Using Shape Matching. MICCAI (1) Marc-Michel Rohé, Manasi Datar, Tobias Heimann, Maxime Sermesant, Xavier Pennec
2017	—	`conf`	Sample-Limited L_p Barycentric Subspace Analysis on Constant Curvature Spaces. GSI Xavier Pennec
2017	J	`jnl`	Statistical shape modelling to aid surgical planning: associations between surgical parameters and head shapes following spring-assisted cranioplasty. Int. J. Comput. Assist. Radiol. Surg. Naiara Rodriguez-Florez, Jan L. Bruse, Alessandro Borghi, Herman Vercruysse, Juling Ong, Greg James, Xavier Pennec, David J. Dunaway, N. U. Owase Jeelani, Silvia Schievano
2017	J	`jnl`	Template Estimation in Computational Anatomy: Fréchet Means Top and Quotient Spaces Are Not Consistent. SIAM J. Imaging Sci. Loïc Devilliers, Stéphanie Allassonnière, Alain Trouvé, Xavier Pennec
2017	J	`jnl`	Template Shape Estimation: Correcting an Asymptotic Bias. SIAM J. Imaging Sci. Nina Miolane, Susan P. Holmes, Xavier Pennec
2016	—	`conf`	A Multiscale Cardiac Model for Fast Personalisation and Exploitation. MICCAI (3) Roch Molléro, Xavier Pennec, Hervé Delingette, Nicholas Ayache, Maxime Sermesant
2016	J	`jnl`	A biophysical model of brain deformation to simulate and analyze longitudinal MRIs of patients with Alzheimer's disease. NeuroImage Bishesh Khanal, Marco Lorenzi, Nicholas Ayache, Xavier Pennec
2016	J	`jnl`	A statistical shape modelling framework to extract 3D shape biomarkers from medical imaging data: assessing arch morphology of repaired coarctation of the aorta. BMC Medical Imaging Jan L. Bruse, Kristin McLeod, Giovanni Biglino, Hopewell N. Ntsinjana, Claudio Capelli, Tain-Yen Hsia, Maxime Sermesant, Xavier Pennec, Andrew Mayall Taylor, Silvia Schievano
2016	—	`conf`	Barycentric Subspace Analysis: A New Symmetric Group-Wise Paradigm for Cardiac Motion Tracking. MICCAI (3) Marc-Michel Rohé, Maxime Sermesant, Xavier Pennec
2016	—	`conf`	Highly reduced model of the cardiac function for fast simulation. IVMSP Marc-Michel Rohé, Roch Molléro, Maxime Sermesant, Xavier Pennec
2016	J	`jnl`	Template shape estimation: correcting an asymptotic bias. CoRR Nina Miolane, Susan P. Holmes, Xavier Pennec
2015	—	`conf`	A Non-parametric Statistical Shape Model for Assessment of the Surgically Repaired Aortic Arch in Coarctation of the Aorta: How Normal is Abnormal? STACOM@MICCAI Jan L. Bruse, Kristin McLeod, Giovanni Biglino, Hopewell N. Ntsinjana, Claudio Capelli, Tain-Yen Hsia, Maxime Sermesant, Xavier Pennec, Andrew Mayall Taylor, Silvia Schievano
2015	—	`conf`	A Survey of Mathematical Structures for Extending 2D Neurogeometry to 3D Image Processing. MCV@MICCAI Nina Miolane, Xavier Pennec
2015	J	`jnl`	Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge. NeuroImage David M. Cash, Chris Frost, Leonardo O. Iheme, Devrim Ünay, Melek Kandemir, Jurgen Fripp, Olivier Salvado, Pierrick Bourgeat, Martin Reuter, Bruce Fischl, Marco Lorenzi, Giovanni B. Frisoni, Xavier Pennec, Ronald K. Pierson, Jeffrey L. Gunter, Matthew L. Senjem, Clifford R. Jack Jr., Nicolas Guizard, Vladimir S. Fonov, D. Louis Collins, Marc Modat, M. Jorge Cardoso, Kelvin K. Leung, Hongzhi Wang, Sandhitsu R. Das, Paul A. Yushkevich, Ian B. Malone, Nick C. Fox, Jonathan M. Schott, Sébastien Ourselin
2015	—	`conf`	Barycentric Subspaces and Affine Spans in Manifolds. GSI Xavier Pennec
2015	—	`conf`	Biased Estimators on Quotient Spaces. GSI Nina Miolane, Xavier Pennec
2015	—	`conf`	Combination of Polyaffine Transformations and Supervised Learning for the Automatic Diagnosis of LV Infarct. STACOM@MICCAI Marc-Michel Rohé, Nicolas Duchateau, Maxime Sermesant, Xavier Pennec
2015	J	`jnl`	Computing Bi-Invariant Pseudo-Metrics on Lie Groups for Consistent Statistics. Entropy Nina Miolane, Xavier Pennec
2015	—	`conf`	Descriptive and Intuitive Population-Based Cardiac Motion Analysis via Sparsity Constrained Tensor Decomposition. MICCAI (3) Kristin McLeod, Maxime Sermesant, Philipp Beerbaum, Xavier Pennec
2015	—	`conf`	Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study. FIMH Roch Molléro, Dominik Neumann, Marc-Michel Rohé, Manasi Datar, Hervé Lombaert, Nicholas Ayache, Dorin Comaniciu, Olivier Ecabert, Marcello Chinali, Gabriele Rinelli, Xavier Pennec, Maxime Sermesant, Tommaso Mansi
2015	J	`jnl`	Regional flux analysis for discovering and quantifying anatomical changes: An application to the brain morphometry in Alzheimer's disease. NeuroImage Marco Lorenzi, Nicholas Ayache, Xavier Pennec
2015	J	`jnl`	Spatio-Temporal Tensor Decomposition of a Polyaffine Motion Model for a Better Analysis of Pathological Left Ventricular Dynamics. IEEE Trans. Medical Imaging Kristin McLeod, Maxime Sermesant, Philipp Beerbaum, Xavier Pennec
2015	—	`ed.`	Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data - Third International Workshop, STIA 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 18, 2014, Revised Selected Papers STIA Stanley Durrleman, Tom Fletcher, Guido Gerig, Marc Niethammer, Xavier Pennec
2014	—	`conf`	A Biophysical Model of Shape Changes due to Atrophy in the Brain with Alzheimer's Disease. MICCAI (2) Bishesh Khanal, Marco Lorenzi, Nicholas Ayache, Xavier Pennec
2014	J	`jnl`	Corrigendum to "Group-wise construction of reduced models for understanding and characterization of pulmonary blood flows from medical images" [Med. Image Anal. 18(2014) 63-82]. Medical Image Anal. Romain Guibert, Kristin McLeod, Alfonso Caiazzo, Tommaso Mansi, Miguel A. Fernández, Maxime Sermesant, Xavier Pennec, Irene E. Vignon-Clementel, Younes Boudjemline, Jean-Frédéric Gerbeau
2014	J	`jnl`	Efficient Parallel Transport of Deformations in Time Series of Images: From Schild's to Pole Ladder. J. Math. Imaging Vis. Marco Lorenzi, Xavier Pennec
2014	J	`jnl`	Group-wise construction of reduced models for understanding and characterization of pulmonary blood flows from medical images. Medical Image Anal. Romain Guibert, Kristin McLeod, Alfonso Caiazzo, Tommaso Mansi, Miguel A. Fernández, Maxime Sermesant, Xavier Pennec, Irene E. Vignon-Clementel, Younes Boudjemline, Jean-Frédéric Gerbeau
2014	J	`jnl`	Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations. Int. J. Comput. Vis. Herve Lombaert, Leo J. Grady, Xavier Pennec, Nicholas Ayache, Farida Cheriet
2013	J	`jnl`	Benchmarking framework for myocardial tracking and deformation algorithms: An open access database. Medical Image Anal. Catalina Tobon-Gomez, Mathieu De Craene, Kristin McLeod, Lennart Tautz, Wenzhe Shi, Anja Hennemuth, Adityo Prakosa, H. Wang, Gerry Carr-White, Stam Kapetanakis, Anja Lutz, Volker Rasche, Tobias Schaeffter, Constantine Butakoff, Ola Friman, Tommaso Mansi, Maxime Sermesant, Xiahai Zhuang, Sébastien Ourselin, Heinz-Otto Peitgen, Xavier Pennec, Reza Razavi, Daniel Rueckert, Alejandro F. Frangi, Kawal S. Rhode
2013	—	`conf`	Bi-invariant Means on Lie Groups with Cartan-Schouten Connections. GSI Xavier Pennec
2013	J	`jnl`	Geodesics, Parallel Transport & One-Parameter Subgroups for Diffeomorphic Image Registration. Int. J. Comput. Vis. Marco Lorenzi, Xavier Pennec
2013	J	`jnl`	Higher-Order Momentum Distributions and Locally Affine LDDMM Registration. SIAM J. Imaging Sci. Stefan Sommer, Mads Nielsen, Sune Darkner, Xavier Pennec
2013	—	`conf`	Improving DTI Resolution from a Single Clinical Acquisition: A Statistical Approach Using Spatial Prior. MICCAI (3) Vikash Gupta, Nicholas Ayache, Xavier Pennec
2013	J	`jnl`	LCC-Demons: A robust and accurate symmetric diffeomorphic registration algorithm. NeuroImage Marco Lorenzi, Nicholas Ayache, Giovanni B. Frisoni, Xavier Pennec
2013	J	`jnl`	Mathematical Methods for Medical Imaging. Int. J. Comput. Vis. Xavier Pennec, Sarang C. Joshi, Mads Nielsen
2013	—	`conf`	Multinomial Probabilistic Fiber Representation for Connectivity Driven Clustering. IPMI Birkan Tunç, Alex R. Smith, Demian Wassermann, Xavier Pennec, William M. Wells III, Ragini Verma, Kilian M. Pohl
2013	—	`conf`	Parallel Transport with Pole Ladder: Application to Deformations of Time Series of Images. GSI Marco Lorenzi, Xavier Pennec
2013	—	`conf`	Random Spatial Structure of Geometric Deformations and Bayesian Nonparametrics. GSI Christof Seiler, Xavier Pennec, Susan P. Holmes
2013	—	`conf`	Regional Analysis of Left Ventricle Function Using a Cardiac-Specific Polyaffine Motion Model. FIMH Kristin McLeod, Christof Seiler, Nicolas Toussaint, Maxime Sermesant, Xavier Pennec
2013	J	`jnl`	Sparse Multi-Scale Diffeomorphic Registration: The Kernel Bundle Framework. J. Math. Imaging Vis. Stefan Sommer, François Lauze, Mads Nielsen, Xavier Pennec
2013	—	`conf`	Sparse Scale-Space Decomposition of Volume Changes in Deformations Fields. MICCAI (2) Marco Lorenzi, Bjoern H. Menze, Marc Niethammer, Nicholas Ayache, Xavier Pennec
2013	—	`conf`	Spatio-temporal Dimension Reduction of Cardiac Motion for Group-Wise Analysis and Statistical Testing. MICCAI (2) Kristin McLeod, Christof Seiler, Maxime Sermesant, Xavier Pennec
2013	J	`jnl`	Toward a Comprehensive Framework for the Spatiotemporal Statistical Analysis of Longitudinal Shape Data. Int. J. Comput. Vis. Stanley Durrleman, Xavier Pennec, Alain Trouvé, José Braga, Guido Gerig, Nicholas Ayache
2012	—	`conf`	A Near-Incompressible Poly-affine Motion Model for Cardiac Function Analysis. STACOM Kristin McLeod, Christof Seiler, Maxime Sermesant, Xavier Pennec
2012	J	`jnl`	Capturing the multiscale anatomical shape variability with polyaffine transformation trees. Medical Image Anal. Christof Seiler, Xavier Pennec, Mauricio Reyes
2012	—	`conf`	Evaluation of iLogDemons Algorithm for Cardiac Motion Tracking in Synthetic Ultrasound Sequence. STACOM Adityo Prakosa, Kristin McLeod, Maxime Sermesant, Xavier Pennec
2012	—	`conf`	Groupwise Spectral Log-Demons Framework for Atlas Construction. MCV Herve Lombaert, Leo J. Grady, Xavier Pennec, Jean-Marc Peyrat, Nicholas Ayache, Farida Cheriet
2012	—	`conf`	Regional Flux Analysis of Longitudinal Atrophy in Alzheimer's Disease. MICCAI (1) Marco Lorenzi, Nicholas Ayache, Xavier Pennec
2012	—	`conf`	Simultaneous Multiscale Polyaffine Registration by Incorporating Deformation Statistics. MICCAI (2) Christof Seiler, Xavier Pennec, Mauricio Reyes
2012	—	`conf`	Sparsity and scale: Compact representations of deformation for diffeomorphic registration. MMBIA Stefan Sommer, Mads Nielsen, Xavier Pennec
2012	—	`conf`	Spectral Demons - Image Registration via Global Spectral Correspondence. ECCV (2) Herve Lombaert, Leo J. Grady, Xavier Pennec, Nicholas Ayache, Farida Cheriet
2012	—	`conf`	Which Reorientation Framework for the Atlas-Based Comparison of Motion from Cardiac Image Sequences? STIA Nicolas Duchateau, Mathieu De Craene, Xavier Pennec, Beatriz Merino, Marta Sitges, Bart H. Bijnens
2011	—	`conf`	A Multi-scale Kernel Bundle for LDDMM: Towards Sparse Deformation Description across Space and Scales. IPMI Stefan Sommer, Mads Nielsen, François Lauze, Xavier Pennec
2011	J	`jnl`	A Nonconservative Lagrangian Framework for Statistical Fluid Registration - SAFIRA. IEEE Trans. Medical Imaging Caroline C. Brun, Natasha Leporé, Xavier Pennec, Yi-Yu Chou, Agatha D. Lee, Greig I. de Zubicaray, Katie McMahon, Margaret J. Wright, James C. Gee, Paul M. Thompson
2011	J	`jnl`	A Statistical Model for Quantification and Prediction of Cardiac Remodelling: Application to Tetralogy of Fallot. IEEE Trans. Medical Imaging Tommaso Mansi, Ingmar Voigt, Benedetta Leonardi, Xavier Pennec, Stanley Durrleman, Maxime Sermesant, Herve Delingette, Andrew Mayall Taylor, Younes Boudjemline, Giacomo Pongiglione, Nicholas Ayache
2011	—	`conf`	An Incompressible Log-Domain Demons Algorithm for Tracking Heart Tissue. STACOM Kristin McLeod, Adityo Prakosa, Tommaso Mansi, Maxime Sermesant, Xavier Pennec
2011	B	`conf`	Femur specific polyaffine model to regularize the log-domain demons registration. Image Processing Christof Seiler, Xavier Pennec, Lucas E. Ritacco, Mauricio Reyes
2011	—	`conf`	Geometry-Aware Multiscale Image Registration via OBBTree-Based Polyaffine Log-Demons. MICCAI (2) Christof Seiler, Xavier Pennec, Mauricio Reyes
2011	J	`jnl`	Higher Order Kernels and Locally Affine LDDMM Registration CoRR Stefan Sommer, Mads Nielsen, Sune Darkner, Xavier Pennec
2011	—	`conf`	Joint T1 and Brain Fiber Diffeomorphic Registration Using the Demons. MBIA Viviana Siless, Pamela Guevara, Xavier Pennec, Pierre Fillard
2011	—	`conf`	Kernel Bundle EPDiff: Evolution Equations for Multi-scale Diffeomorphic Image Registration. SSVM Stefan Sommer, François Lauze, Mads Nielsen, Xavier Pennec
2011	—	`conf`	Mapping the Effects of Aβ 1 - 42 Levels on the Longitudinal Changes in Healthy Aging: Hierarchical Modeling Based on Stationary Velocity Fields. MICCAI (2) Marco Lorenzi, Nicholas Ayache, Giovanni B. Frisoni, Xavier Pennec
2011	J	`jnl`	Registration, atlas estimation and variability analysis of white matter fiber bundles modeled as currents. NeuroImage Stanley Durrleman, Pierre Fillard, Xavier Pennec, Alain Trouvé, Nicholas Ayache
2011	—	`conf`	Schild's Ladder for the Parallel Transport of Deformations in Time Series of Images. IPMI Marco Lorenzi, Nicholas Ayache, Xavier Pennec
2011	J	`jnl`	iLogDemons: A Demons-Based Registration Algorithm for Tracking Incompressible Elastic Biological Tissues. Int. J. Comput. Vis. Tommaso Mansi, Xavier Pennec, Maxime Sermesant, Hervé Delingette, Nicholas Ayache
2010	B	`conf`	A new combined surface and volume registration. Image Processing Natasha Leporé, Anand A. Joshi, Richard M. Leahy, Caroline C. Brun, Yi-Yu Chou, Xavier Pennec, Agatha D. Lee, Marina Barysheva, Greig I. de Zubicaray, Margaret J. Wright, Katie L. McMahon, Arthur W. Toga, Paul M. Thompson
2010	—	`conf`	Atlas-Based Reduced Models of Blood Flows for Fast Patient-Specific Simulations. STACOM/CESC Kristin McLeod, Alfonso Caiazzo, Miguel A. Fernández, Tommaso Mansi, Irene E. Vignon-Clementel, Maxime Sermesant, Xavier Pennec, Younes Boudjemline, Jean-Frédéric Gerbeau
2010	B	`conf`	Coupled level set segmentation using a point-based statistical shape model relying on correspondence probabilities. Image Processing Heike Hufnagel, Jan Ehrhardt, Xavier Pennec, Alexander Schmidt-Richberg, Heinz Handels
2010	—	`conf`	Grid-wide neuroimaging data federation in the context of the NeuroLOG project. HealthGrid Franck Michel, Alban Gaignard, Farooq Ahmad, Christian Barillot, Bénédicte Batrancourt, Michel Dojat, Bernard Gibaud, Pascal Girard, David Godard, Gilles Kassel, Diane Lingrand, Grégoire Malandain, Johan Montagnat, Mélanie Pélégrini-Issac, Xavier Pennec, Javier Rojas Balderrama, Bacem Wali
2010	—	`conf`	Log-Domain Diffeomorphic Registration of Diffusion Tensor Images. WBIR Andrew Sweet, Xavier Pennec
2010	—	`conf`	LogDemons Revisited: Consistent Regularisation and Incompressibility Constraint for Soft Tissue Tracking in Medical Images. MICCAI (2) Tommaso Mansi, Xavier Pennec, Maxime Sermesant, Hervé Delingette, Nicholas Ayache
2010	—	`conf`	Lung CT registration combining intensity, curves and surfaces. ISBI Vladlena Gorbunova, Stanley Durrleman, Pechin Lo, Xavier Pennec, Marleen de Bruijne
2010	—	`conf`	Parametric regression of 3D medical images through the exploration of non-parametric regression models. ISBI Christof Seiler, Xavier Pennec, Mauricio Reyes
2010	—	`conf`	Statistically assisted fluid image registration algorithm -SAFIRA. ISBI Caroline C. Brun, Natasha Leporé, Xavier Pennec, Yi-Yu Chou, Agatha D. Lee, Marina Barysheva, Greig I. de Zubicaray, Katie McMahon, Margaret J. Wright, Paul M. Thompson
2009	—	`conf`	3D reconstruction of the human spine from radiograph(s) using a multi-body statistical model. Image-Guided Procedures Jonathan Boisvert, Farida Cheriet, Xavier Pennec, Nicholas Ayache
2009	J	`jnl`	A Fast and Log-Euclidean Polyaffine Framework for Locally Linear Registration. J. Math. Imaging Vis. Vincent Arsigny, Olivier Commowick, Nicholas Ayache, Xavier Pennec
2009	—	`conf`	A Lagrangian Formulation for Statistical Fluid Registration. ISBI Caroline C. Brun, Natasha Leporé, Xavier Pennec, Yi-Yu Chou, Agatha D. Lee, Marina Barysheva, Greig I. de Zubicaray, Katie McMahon, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson
2009	—	`conf`	A Statistical Model of Right Ventricle in Tetralogy of Fallot for Prediction of Remodelling and Therapy Planning. MICCAI (1) Tommaso Mansi, Stanley Durrleman, Boris C. Bernhardt, Maxime Sermesant, Hervé Delingette, Ingmar Voigt, Philipp Lurz, Andrew Mayall Taylor, Julie Blanc, Younes Boudjemline, Xavier Pennec, Nicholas Ayache
2009	—	`conf`	A Statistical Model of White Matter Fiber Bundles Based on Currents. IPMI Stanley Durrleman, Pierre Fillard, Xavier Pennec, Alain Trouvé, Nicholas Ayache
2009	J	`jnl`	An augmented reality system for liver thermal ablation: Design and evaluation on clinical cases. Medical Image Anal. Stéphane Nicolau, Xavier Pennec, Luc Soler, Xavier Buy, Afshin Gangi, Nicholas Ayache, Jacques Marescaux
2009	J	`jnl`	DT-REFinD: Diffusion Tensor Registration With Exact Finite-Strain Differential. IEEE Trans. Medical Imaging B. T. Thomas Yeo, Tom Vercauteren, Pierre Fillard, Jean-Marc Peyrat, Xavier Pennec, Polina Golland, Nicholas Ayache, Olivier Clatz
2009	J	`jnl`	Diffeomorphic demons: Efficient non-parametric image registration. NeuroImage Tom Vercauteren, Xavier Pennec, Aymeric Perchant, Nicholas Ayache
2009	J	`jnl`	Mapping the regional influence of genetics on brain structure variability - A Tensor-Based Morphometry study. NeuroImage Caroline C. Brun, Natasha Leporé, Xavier Pennec, Agatha D. Lee, Marina Barysheva, Sarah K. Madsen, Christina Avedissian, Yi-Yu Chou, Greig I. de Zubicaray, Katie McMahon, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson
2009	—	`conf`	Spatiotemporal Atlas Estimation for Developmental Delay Detection in Longitudinal Datasets. MICCAI (1) Stanley Durrleman, Xavier Pennec, Alain Trouvé, Guido Gerig, Nicholas Ayache
2009	J	`jnl`	Statistical models of sets of curves and surfaces based on currents. Medical Image Anal. Stanley Durrleman, Xavier Pennec, Alain Trouvé, Nicholas Ayache
2008	—	`conf`	A Global Criterion for the Computation of Statistical Shape Model Parameters Based on Correspondence Probabilities. Bildverarbeitung für die Medizin Heike Hufnagel, Xavier Pennec, Jan Ehrhardt, Nicholas Ayache, Heinz Handels
2008	B	`conf`	A Probabilistic Model to Analyse Workflow Performance on Production Grids. CCGRID Tristan Glatard, Johan Montagnat, Xavier Pennec
2008	—	`conf`	A Tensor-Based Morphometry Study of Genetic Influences on Brain Structure Using a New Fluid Registration Method. MICCAI (2) Caroline C. Brun, Natasha Leporé, Xavier Pennec, Yi-Yu Chou, Agatha D. Lee, Marina Barysheva, Greig I. de Zubicaray, Matthew Meredith, Katie McMahon, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson
2008	B	`conf`	A framework for evaluating the impact of compression on registration algorithms without gold standard. ICIP Tristan Glatard, Johan Montagnat, Xavier Pennec
2008	—	`conf`	A new registration method based on Log-Euclidean Tensor metrics and its application to genetic studies. ISBI Caroline C. Brun, Natasha Leporé, Xavier Pennec, Yi-Yu Chou, Agatha D. Lee, Greig I. de Zubicaray, Katie McMahon, Margaret J. Wright, Marina Barysheva, Arthur W. Toga, Paul M. Thompson
2008	J	`jnl`	Articulated Spine Models for 3-D Reconstruction From Partial Radiographic Data. IEEE Trans. Biomed. Eng. Jonathan Boisvert, Farida Cheriet, Xavier Pennec, Hubert Labelle, Nicholas Ayache
2008	—	`conf`	Best individual template selection from deformation tensor minimization. ISBI Natasha Leporé, Caroline C. Brun, Yi-Yu Chou, Agatha D. Lee, Marina Barysheva, Xavier Pennec, Katie McMahon, Matthew Meredith, Greig I. de Zubicaray, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson
2008	B	`conf`	Comparison of statistical shape models built on correspondence probabilities and one-to-one correspondences. Image Processing Heike Hufnagel, Xavier Pennec, Jan Ehrhardt, Nicholas Ayache, Heinz Handels
2008	—	`conf`	DTI registration with exact finite-strain differential. ISBI B. T. Thomas Yeo, Tom Vercauteren, Pierre Fillard, Xavier Pennec, Polina Golland, Nicholas Ayache, Olivier Clatz
2008	J	`jnl`	Flexible and Efficient Workflow Deployment of Data-Intensive Applications On Grids With MOTEUR. Int. J. High Perform. Comput. Appl. Tristan Glatard, Johan Montagnat, Diane Lingrand, Xavier Pennec
2008	J	`jnl`	Generation of a statistical shape model with probabilistic point correspondences and the expectation maximization- iterative closest point algorithm. Int. J. Comput. Assist. Radiol. Surg. Heike Hufnagel, Xavier Pennec, Jan Ehrhardt, Nicholas Ayache, Heinz Handels
2008	J	`jnl`	Geometric Variability of the Scoliotic Spine Using Statistics on Articulated Shape Models. IEEE Trans. Medical Imaging Jonathan Boisvert, Farida Cheriet, Xavier Pennec, Hubert Labelle, Nicholas Ayache
2008	J	`jnl`	Inferring brain variability from diffeomorphic deformations of currents: An integrative approach. Medical Image Anal. Stanley Durrleman, Xavier Pennec, Alain Trouvé, Paul M. Thompson, Nicholas Ayache
2008	—	`conf`	Registration of 4D Time-Series of Cardiac Images with Multichannel Diffeomorphic Demons. MICCAI (2) Jean-Marc Peyrat, Hervé Delingette, Maxime Sermesant, Xavier Pennec, Chenyang Xu, Nicholas Ayache
2008	—	`conf`	Sparse Approximation of Currents for Statistics on Curves and Surfaces. MICCAI (2) Stanley Durrleman, Xavier Pennec, Alain Trouvé, Nicholas Ayache
2008	—	`conf`	Statistical Computing on Manifolds: From Riemannian Geometry to Computational Anatomy. ETVC Xavier Pennec
2008	—	`conf`	Symmetric Log-Domain Diffeomorphic Registration: A Demons-Based Approach. MICCAI (1) Tom Vercauteren, Xavier Pennec, Aymeric Perchant, Nicholas Ayache
2008	J	`jnl`	Workflow-Based Data Parallel Applications on the EGEE Production Grid Infrastructure. J. Grid Comput. Johan Montagnat, Tristan Glatard, Isabel Campos Plasencia, Francisco Castejón, Xavier Pennec, Giuliano Taffoni, Vladimir Voznesensky, Claudio Vuerli
2007	J	`jnl`	A Computational Framework for the Statistical Analysis of Cardiac Diffusion Tensors: Application to a Small Database of Canine Hearts. IEEE Trans. Medical Imaging Jean-Marc Peyrat, Maxime Sermesant, Xavier Pennec, Hervé Delingette, Chenyang Xu, Elliot R. McVeigh, Nicholas Ayache
2007	J	`jnl`	Clinical DT-MRI Estimation, Smoothing, and Fiber Tracking With Log-Euclidean Metrics. IEEE Trans. Medical Imaging Pierre Fillard, Xavier Pennec, Vincent Arsigny, Nicholas Ayache
2007	—	`conf`	Clinical Evaluation of a Respiratory Gated Guidance System for Liver Punctures. MICCAI (2) Stéphane Nicolau, Xavier Pennec, Luc Soler, Nicholas Ayache
2007	J	`jnl`	From Riemannian Geometry to Computational Anatomy of the Brain. ERCIM News Xavier Pennec
2007	—	`conf`	Insight into Efficient Image Registration Techniques and the Demons Algorithm. IPMI Tom Vercauteren, Xavier Pennec, Ezio Malis, Aymeric Perchant, Nicholas Ayache
2007	—	`conf`	Mean Template for Tensor-Based Morphometry Using Deformation Tensors. MICCAI (2) Natasha Leporé, Caroline C. Brun, Xavier Pennec, Yi-Yu Chou, Oscar L. Lopez, Howard Aizenstein, James T. Becker, Arthur W. Toga, Paul M. Thompson
2007	—	`conf`	Measuring Brain Variability Via Sulcal Lines Registration: A Diffeomorphic Approach. MICCAI (1) Stanley Durrleman, Xavier Pennec, Alain Trouvé, Nicholas Ayache
2007	J	`jnl`	Measuring brain variability by extrapolating sparse tensor fields measured on sulcal lines. NeuroImage Pierre Fillard, Vincent Arsigny, Xavier Pennec, Kiralee M. Hayashi, Paul M. Thompson, Nicholas Ayache
2007	—	`conf`	Non-parametric Diffeomorphic Image Registration with the Demons Algorithm. MICCAI (2) Tom Vercauteren, Xavier Pennec, Aymeric Perchant, Nicholas Ayache
2007	B	`conf`	Optimizing jobs timeouts on clusters and production grids. CCGRID Tristan Glatard, Xavier Pennec
2007	—	`conf`	Point-Based Statistical Shape Models with Probabilistic Correspondences and Affine EM-ICP. Bildverarbeitung für die Medizin Heike Hufnagel, Xavier Pennec, Jan Ehrhardt, Heinz Handels, Nicholas Ayache
2007	—	`conf`	Shape Analysis Using a Point-Based Statistical Shape Model Built on Correspondence Probabilities. MICCAI (1) Heike Hufnagel, Xavier Pennec, Jan Ehrhardt, Heinz Handels, Nicholas Ayache
2007	—	`conf`	Statistical Comparison of Cardiac Fibre Architectures. FIMH Jean-Marc Peyrat, Maxime Sermesant, Xavier Pennec, Hervé Delingette, Chenyang Xu, Elliot R. McVeigh, Nicholas Ayache
2006	—	`conf`	3D anatomical variability assessment of the scoliotic spine using statistics on Lie groups. ISBI Jonathan Boisvert, Xavier Pennec, Nicholas Ayache, Hubert Labelle, Farida Cheriet
2006	—	`conf`	A Log-Euclidean Framework for Statistics on Diffeomorphisms. MICCAI (1) Vincent Arsigny, Olivier Commowick, Xavier Pennec, Nicholas Ayache
2006	—	`conf`	A Log-Euclidean Polyaffine Framework for Locally Rigid or Affine Registration. WBIR Vincent Arsigny, Olivier Commowick, Xavier Pennec, Nicholas Ayache
2006	J	`jnl`	A Riemannian Framework for Tensor Computing. Int. J. Comput. Vis. Xavier Pennec, Pierre Fillard, Nicholas Ayache
2006	—	`conf`	An interactive hybrid non-rigid registration framework for 3D medical images. ISBI Antoine Azar, Chenyang Xu, Xavier Pennec, Nicholas Ayache
2006	—	`conf`	Clinical DT-MRI estimation, smoothing and fiber tracking with Log-Euclidean metrics. ISBI Pierre Fillard, Vincent Arsigny, Xavier Pennec, Nicholas Ayache
2006	J	`jnl`	Computational Models for Image-Guided Robot-Assisted and Simulated Medical Interventions. Proc. IEEE Hervé Delingette, Xavier Pennec, Luc Soler, Jacques Marescaux, Nicholas Ayache
2006	A	`conf`	Efficient services composition for grid-enabled data-intensive applications. HPDC Tristan Glatard, Johan Montagnat, Xavier Pennec
2006	J	`jnl`	Geometric Means in a Novel Vector Space Structure on Symmetric Positive-Definite Matrices. SIAM J. Matrix Anal. Appl. Vincent Arsigny, Pierre Fillard, Xavier Pennec, Nicholas Ayache
2006	J	`jnl`	Health-e-Child : An Integrated Biomedical Platform for Grid-Based Paediatric Applications CoRR Joerg Freund, Dorin Comaniciu, Yannis E. Ioannis, Peiya Liu, Richard McClatchey, Edwin Morley-Fletcher, Xavier Pennec, Giacomo Pongiglione, Xiang Sean Zhou
2006	—	`conf`	Health-e-Child: An Integrated Biomedical Platform for Grid-Based Paediatric Applications. HealthGrid Joerg Freund, Dorin Comaniciu, Yannis E. Ioannis, Peiya Liu, Richard McClatchey, Edwin Morley-Fletcher, Xavier Pennec, Giacomo Pongiglione, Xiang Sean Zhou
2006	J	`jnl`	Intrinsic Statistics on Riemannian Manifolds: Basic Tools for Geometric Measurements. J. Math. Imaging Vis. Xavier Pennec
2006	—	`conf`	Medical image registration algorithms assesment: Bronze Standard application enactment on grids using the MOTEUR workflow engine. HealthGrid Tristan Glatard, Johan Montagnat, Xavier Pennec
2006	—	`conf`	Performance Evaluation of Grid-Enabled Registration Algorithms Using Bronze-Standards. MICCAI (2) Tristan Glatard, Xavier Pennec, Johan Montagnat
2006	—	`conf`	Principal Spine Shape Deformation Modes Using Riemannian Geometry and Articulated Models. AMDO Jonathan Boisvert, Xavier Pennec, Hubert Labelle, Farida Cheriet, Nicholas Ayache
2006	C	`conf`	Probabilistic and Dynamic Optimization of Job Partitioning on a Grid Infrastructure. PDP Tristan Glatard, Johan Montagnat, Xavier Pennec
2006	J	`jnl`	Robust mosaicing with correction of motion distortions and tissue deformations for in vivo fibered microscopy. Medical Image Anal. Tom Vercauteren, Aymeric Perchant, Grégoire Malandain, Xavier Pennec, Nicholas Ayache
2006	—	`book`	Statistical Computing on Manifolds for Computational Anatomy. Xavier Pennec
2006	—	`conf`	Towards a Statistical Atlas of Cardiac Fiber Structure. MICCAI (1) Jean-Marc Peyrat, Maxime Sermesant, Xavier Pennec, Hervé Delingette, Chenyang Xu, Elliot R. McVeigh, Nicholas Ayache
2005	A	`conf`	A Complete Augmented Reality Guidance System for Liver Punctures: First Clinical Evaluation. MICCAI Stéphane Nicolau, Xavier Pennec, Luc Soler, Nicholas Ayache
2005	—	`conf`	A Riemannian Framework for the Processing of Tensor-Valued Images. DSSCV Pierre Fillard, Vincent Arsigny, Nicholas Ayache, Xavier Pennec
2005	J	`jnl`	An augmented reality system to guide radio-frequency tumour ablation. Comput. Animat. Virtual Worlds Stéphane Nicolau, Alain Garcia, Xavier Pennec, Luc Soler, Nicholas Ayache
2005	—	`conf`	Extrapolation of Sparse Tensor Fields: Application to the Modeling of Brain Variability. IPMI Pierre Fillard, Vincent Arsigny, Xavier Pennec, Paul M. Thompson, Nicholas Ayache
2005	A	`conf`	Fast and Simple Calculus on Tensors in the Log-Euclidean Framework. MICCAI Vincent Arsigny, Pierre Fillard, Xavier Pennec, Nicholas Ayache
2005	B	`conf`	Grid-Enabled Workflows for Data Intensive Medical Applications. CBMS Tristan Glatard, Johan Montagnat, Xavier Pennec
2005	B	`conf`	Grid-enabling medical image analysis. CCGRID Cécile Germain, Vincent Breton, Patrick Clarysse, Yann Gaudeau, Tristan Glatard, Emmanuel Jeannot, Yannick Legré, Charles Loomis, Johan Montagnat, Jean-Marie Moureaux, Angel Osorio, Xavier Pennec, Romain Texier
2005	—	`conf`	Incorporating Statistical Measures of Anatomical Variability in Atlas-to-Subject Registration for Conformal Brain Radiotherapy. MICCAI (2) Olivier Commowick, Radu Stefanescu, Pierre Fillard, Vincent Arsigny, Nicholas Ayache, Xavier Pennec, Grégoire Malandain
2005	A	`conf`	Mosaicing of Confocal Microscopic MICCAI Tom Vercauteren, Aymeric Perchant, Xavier Pennec, Nicholas Ayache
2005	—	`conf`	Non-linear 2D and 3D Registration Using Block-Matching and B-Splines. Bildverarbeitung für die Medizin Heike Hufnagel, Xavier Pennec, Grégoire Malandain, Heinz Handels, Nicholas Ayache
2005	J	`jnl`	Polyrigid and polyaffine transformations: A novel geometrical tool to deal with non-rigid deformations - Application to the registration of histological slices. Medical Image Anal. Vincent Arsigny, Xavier Pennec, Nicholas Ayache
2005	—	`conf`	Riemannian Elasticity: A Statistical Regularization Framework for Non-linear Registration. MICCAI (2) Xavier Pennec, Radu Stefanescu, Vincent Arsigny, Pierre Fillard, Nicholas Ayache
2004	—	`conf`	An Accuracy Certified Augmented Reality System for Therapy Guidance. ECCV (3) Stéphane Nicolau, Xavier Pennec, Luc Soler, Nicholas Ayache
2004	—	`conf`	An Augmented Reality & Virtuality Interface for a Puncture Guidance System: Design and Validation on an Abdominal Phantom. MIAR Stéphane Nicolau, Jérôme Schmid, Xavier Pennec, Luc Soler, Nicholas Ayache
2004	J	`jnl`	Generalized image models and their application as statistical models of images. Medical Image Anal. Miguel Ángel González Ballester, Xavier Pennec, Marius George Linguraru, Nicholas Ayache
2004	J	`jnl`	Grid powered nonlinear image registration with locally adaptive regularization. Medical Image Anal. Radu Stefanescu, Xavier Pennec, Nicholas Ayache
2004	J	`jnl`	Grid-Enabled Non-Rigid Registration Of Medical Images. Parallel Process. Lett. Radu Stefanescu, Xavier Pennec, Nicholas Ayache
2004	—	`conf`	Non-rigid Atlas to Subject Registration with Pathologies for Conformal Brain Radiotherapy. MICCAI (1) Radu Stefanescu, Olivier Commowick, Grégoire Malandain, Pierre-Yves Bondiau, Nicholas Ayache, Xavier Pennec
2004	A*	`conf`	Virtual Reality and Augmented Reality in Digestive Surgery. ISMAR Luc Soler, Stéphane Nicolau, Jérôme Schmid, Christophe Koehl, Jacques Marescaux, Xavier Pennec, Nicholas Ayache
2003	J	`jnl`	Deformable biomechanical models: Application to 4D cardiac image analysis. Medical Image Anal. Maxime Sermesant, Clement Forest, Xavier Pennec, Hervé Delingette, Nicholas Ayache
2003	—	`conf`	Evaluation of a New 3D/2D Registration Criterion for Liver Radio-Frequencies Guided by Augmented Reality. IS4TH Stéphane Nicolau, Xavier Pennec, Luc Soler, Nicholas Ayache
2003	—	`conf`	Generalized Image Models and Their Application as Statistical Models of Images. MICCAI (2) Miguel Ángel González Ballester, Xavier Pennec, Nicholas Ayache
2003	—	`conf`	Grid Enabled Non-rigid Registration with a Dense Transformation and a priori Information. MICCAI (2) Radu Stefanescu, Xavier Pennec, Nicholas Ayache
2003	J	`jnl`	Iconic feature based nonrigid registration: the PASHA algorithm. Comput. Vis. Image Underst. Pascal Cachier, Éric Bardinet, Didier Dormont, Xavier Pennec, Nicholas Ayache
2003	—	`conf`	Polyrigid and Polyaffine Transformations: A New Class of Diffeomorphisms for Locally Rigid or Affine Registration. MICCAI (2) Vincent Arsigny, Xavier Pennec, Nicholas Ayache
2003	J	`jnl`	Tracking brain deformations in time sequences of 3D US images. Pattern Recognit. Lett. Xavier Pennec, Pascal Cachier, Nicholas Ayache
2002	—	`conf`	Biomechanical Model Construction from Different Modalities: Application to Cardiac Images. MICCAI (1) Maxime Sermesant, Clement Forest, Xavier Pennec, Hervé Delingette, Nicholas Ayache
2002	—	`conf`	Improved Detection Sensitivity in Functional MRI Data Using a Brain Parcelling Technique. MICCAI (1) Guillaume Flandin, Ferath Kherif, Xavier Pennec, Grégoire Malandain, Nicholas Ayache, Jean-Baptiste Poline
2002	—	`conf`	Multi-scale EM-ICP: A Fast and Robust Approach for Surface Registration. ECCV (4) Sébastien Granger, Xavier Pennec
2002	—	`conf`	Parcellation of brain images with anatomical and functional constraints for fMRI data analysis. ISBI Guillaume Flandin, Ferath Kherif, Xavier Pennec, Denis Rivière, Nicholas Ayache, Jean-Baptiste Poline
2002	—	`conf`	Robust Registration of Multi-modal Images: Towards Real-Time Clinical Applications. MICCAI (2) Sébastien Ourselin, Radu Stefanescu, Xavier Pennec
2002	J	`jnl`	Validation of Medical Image Processing in Image-Guided Therapy. IEEE Trans. Medical Imaging Pierre Jannin, J. Michael Fitzpatrick, David J. Hawkes, Xavier Pennec, Ramin Shahidi, Michael W. Vannier
2001	A	`conf`	Multisubject Non-rigid Registration of Brain MRI Using Intensity and Geometric Features. MICCAI Pascal Cachier, Jean-François Mangin, Xavier Pennec, Denis Rivière, Dimitri Papadopoulos-Orfanos, Jean Régis, Nicholas Ayache
2001	—	`conf`	Non-Rigid MR/US Registration for Tracking Brain Deformations. MIAR Xavier Pennec, Nicholas Ayache, Alexis Roche, Pascal Cachier
2001	J	`jnl`	Reconstructing a 3D structure from serial histological sections. Image Vis. Comput. Sébastien Ourselin, Alexis Roche, Gérard Subsol, Xavier Pennec, Nicholas Ayache
2001	A	`conf`	Rigid Point-Surface Registration Using an EM Variant of ICP for Computer Guided Oral Implantology. MICCAI Sébastien Granger, Xavier Pennec, Alexis Roche
2001	J	`jnl`	Rigid Registration of 3D Ultrasound with MR Images: A New Approach Combining Intensity and Gradient Information. IEEE Trans. Medical Imaging Alexis Roche, Xavier Pennec, Grégoire Malandain, Nicholas Ayache
2001	—	`conf`	Tracking Brain Deformations in Time-Sequences of 3D US Images. IPMI Xavier Pennec, Pascal Cachier, Nicholas Ayache
2000	A	`conf`	Generalized Correlation Ratio for Rigid Registration of 3D Ultrasound with MR Images. MICCAI Alexis Roche, Xavier Pennec, Michael Rudolph, Dorothee Auer, Grégoire Malandain, Sébastien Ourselin, Ludwig M. Auer, Nicholas Ayache
1999	—	`conf`	Probabilities and statistics on Riemannian manifolds: Basic tools for geometric measurements. NSIP Xavier Pennec
1999	A	`conf`	Understanding the "Demon's Algorithm": 3D Non-rigid Registration by Gradient Descent. MICCAI Xavier Pennec, Pascal Cachier, Nicholas Ayache
1998	J	`jnl`	A geometric algorithm to find small but highly similar 3D substructures in proteins. Bioinform. Xavier Pennec, Nicholas Ayache
1998	A	`conf`	Feature-Based Registration of Medical Images: Estimation and Validation of the Pose Accuracy. MICCAI Xavier Pennec, Charles R. G. Guttmann, Jean-Philippe Thirion
1998	A	`conf`	The Correlation Ratio as a New Similarity Measure for Multimodal Image Registration. MICCAI Alexis Roche, Grégoire Malandain, Xavier Pennec, Nicholas Ayache
1998	J	`jnl`	Uniform Distribution, Distance and Expectation Problems for Geometric Features Processing. J. Math. Imaging Vis. Xavier Pennec, Nicholas Ayache
1997	J	`jnl`	A Framework for Uncertainty and Validation of 3-D Registration Methods Based on Points and Frames. Int. J. Comput. Vis. Xavier Pennec, Jean-Philippe Thirion
1996	B	`conf`	Comparison and evaluation of retrospective intermodality image registration techniques. Image Processing Jay B. West, J. Michael Fitzpatrick, Matthew Yang Wang, Benoit M. Dawant, Calvin R. Maurer Jr., Robert M. Kessler, Robert J. Maciunas, Christian Barillot, Didier Lemoine, André M. F. Collignon, Frederik Maes, Paul Suetens, Dirk Vandermeulen, Petra A. van den Elsen, Paul F. Hemler, Sandy Napel, Thilaka S. Sumanaweera, Beth A. Harkness, Derek L. G. Hill, Colin Studholme, Grégoire Malandain, Xavier Pennec, Marilyn E. Noz, Gerald Q. Maguire Jr., Michael Pollack, Charles A. Pelizzari, Richard A. Robb, Dennis P. Hanson, Roger P. Woods
1996	—	`—`	L'incertitude dans les problèmes de reconnaissance et de recalage - Applications en imagerie médicale et biologie moléculaire. Xavier Pennec
1996	A*	`conf`	Randomness and Geometric Features in Computer Vision. CVPR Xavier Pennec, Nicholas Ayache
1995	A*	`conf`	Validation of 3D Registration Methods Based on Points and Frames. ICCV Xavier Pennec, Jean-Philippe Thirion