Xavier Pennec

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 56

Top Venues

École Polytechnique, Palaiseau, France (PHD)

Education History

École Polytechnique, Palaiseau, France

PHD

Publications

Sophia Sanborn, Johan Mathe, Mathilde Papillon, Domas Buracas, Hansen Lillemark, Christian Shewmake, Abby Bertics, Xavier Pennec, Nina Miolane
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures. CoRR (2024)
Morten Akhøj, Xavier Pennec, Stefan Sommer
Tangent Phylogenetic PCA. SCIA (2) (2023)
Morten Akhøj, James Benn, Erlend Grong, Stefan Sommer, Xavier Pennec
Principal subbundles for dimension reduction. CoRR (2023)
Anna Calissano, Elodie Maignant, Xavier Pennec
Towards Quotient Barycentric Subspaces. GSI (1) (2023)
Tom Szwagier, Xavier Pennec
Rethinking the Riemannian Logarithm on Flag Manifolds as an Orthogonal Alignment Problem. GSI (1) (2023)
Yann Thanwerdas, Xavier Pennec
Bures-Wasserstein Minimizing Geodesics between Covariance Matrices of Different Ranks. SIAM J. Matrix Anal. Appl. 44 (3) (2023)
Yann Thanwerdas, Xavier Pennec
Characterization of Invariant Inner Products. GSI (1) (2023)
Elodie Maignant, Alain Trouvé, Xavier Pennec
Riemannian Locally Linear Embedding with Application to Kendall Shape Spaces. GSI (1) (2023)
Nicolas Guigui, Nina Miolane, Xavier Pennec
Introduction to Riemannian Geometry and Geometric Statistics: From Basic Theory to Implementation with Geomstats. Found. Trends Mach. Learn. 16 (3) (2023)
Nicolas Guigui, Xavier Pennec
Numerical Accuracy of Ladder Schemes for Parallel Transport on Manifolds. Found. Comput. Math. 22 (3) (2022)
Yann Thanwerdas, Xavier Pennec
Theoretically and Computationally Convenient Geometries on Full-Rank Correlation Matrices. SIAM J. Matrix Anal. Appl. 43 (4) (2022)
Nicolas Guigui, Elodie Maignant, Alain Trouvé, Xavier Pennec
Parallel Transport on Kendall Shape Spaces. GSI (2021)
Florent Jousse, Xavier Pennec, Hervé Delingette, Matilde Gonzalez
Geodesic squared exponential kernel for non-rigid shape registration. CoRR (2021)
Yann Thanwerdas, Xavier Pennec
Geodesics and Curvature of the Quotient-Affine Metrics on Full-Rank Correlation Matrices. GSI (2021)
Nicolas Guigui, Xavier Pennec
A Reduced Parallel Transport Equation on Lie Groups with a Left-Invariant Metric. GSI (2021)
Florent Jousse, Xavier Pennec, Hervé Delingette, Matilde Gonzalez
Geodesic squared exponential kernel for non-rigid shape registration. FG (2021)
Nicolas Guigui, Pamela Moceri, Maxime Sermesant, Xavier Pennec
Cardiac Motion Modeling With Parallel Transport And Shape Splines. ISBI (2021)
Nicolas Guigui, Pamela Moceri, Maxime Sermesant, Xavier Pennec
Cardiac Motion Modeling with Parallel Transport and Shape Splines. CoRR (2021)
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
Introduction to Geometric Learning in Python with Geomstats. SciPy (2020)
Nicolas Guigui, Xavier Pennec
Numerical Accuracy of Ladder Schemes for Parallel Transport on Manifolds. CoRR (2020)
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
Geomstats: A Python Package for Riemannian Geometry in Machine Learning. CoRR (2020)
Raphaël Sivera, Hervé Delingette, Marco Lorenzi, Xavier Pennec, Nicholas Ayache
A model of brain morphological changes related to aging and Alzheimer's disease from cross-sectional assessments. CoRR (2019)
Nicolas Guigui, Shuman Jia, Maxime Sermesant, Xavier Pennec
Symmetric Algorithmic Components for Shape Analysis with Diffeomorphisms. CoRR (2019)
Yann Thanwerdas, Xavier Pennec
Exploration of Balanced Metrics on Symmetric Positive Definite Matrices. GSI (2019)
Raphaël Sivera, Hervé Delingette, Marco Lorenzi, Xavier Pennec, Nicholas Ayache
A model of brain morphological changes related to aging and Alzheimer's disease from cross-sectional assessments. NeuroImage 198 (2019)
Nicolas Guigui, Shuman Jia, Maxime Sermesant, Xavier Pennec
Symmetric Algorithmic Components for Shape Analysis with Diffeomorphisms. GSI (2019)
Yann Thanwerdas, Xavier Pennec
Is Affine-Invariance Well Defined on SPD Matrices? A Principled Continuum of Metrics. GSI (2019)
Marc-Michel Rohé, Maxime Sermesant, Xavier Pennec
Low-dimensional representation of cardiac motion using Barycentric Subspaces: A new group-wise paradigm for estimation, analysis, and reconstruction. Medical Image Anal. 45 (2018)
Kristin McLeod, Kristin Tøndel, Lilian Calvet, Maxime Sermesant, Xavier Pennec
Cardiac Motion Evolution Model for Analysis of Functional Changes Using Tensor Decomposition and Cross-Sectional Data. IEEE Trans. Biomed. Eng. 65 (12) (2018)
Nina Miolane, Susan P. Holmes, Xavier Pennec
Topologically Constrained Template Estimation via Morse-Smale Complexes Controls Its Statistical Consistency. SIAM J. Appl. Algebra Geom. 2 (2) (2018)
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
Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge. IEEE J. Biomed. Health Informatics 22 (2) (2018)
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 Jaeger, 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
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? IEEE Trans. Medical Imaging 37 (11) (2018)
Shuman Jia, Nicolas Duchateau, Pamela Moceri, Maxime Sermesant, Xavier Pennec
Parallel Transport of Surface Deformations from Pole Ladder to Symmetrical Extension. ShapeMI@MICCAI (2018)
Xavier Pennec
Parallel Transport with Pole Ladder: a Third Order Scheme in Affine Connection Spaces which is Exact in Affine Symmetric Spaces. CoRR (2018)
Nina Miolane, Johan Mathe, Claire Donnat, Mikael Jorda, Xavier Pennec
geomstats: a Python Package for Riemannian Geometry in Machine Learning. CoRR (2018)
Shuman Jia, Antoine Despinasse, Zihao Wang, Hervé Delingette, Xavier Pennec, Pierre Jaïs, Hubert Cochet, Maxime Sermesant
Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss. STACOM@MICCAI (2018)
Shuman Jia, Antoine Despinasse, Zihao Wang, Hervé Delingette, Xavier Pennec, Pierre Jaïs, Hubert Cochet, Maxime Sermesant
Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss. CoRR (2018)
Roch Molléro, Jakob A. Hauser, Xavier Pennec, Manasi Datar, Hervé Delingette, Alexander Jones, Nicholas Ayache, Tobias Heimann, Maxime Sermesant
Longitudinal Parameter Estimation in 3D Electromechanical Models: Application to Cardiovascular Changes in Digestion. FIMH (2017)
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
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. 64 (10) (2017)
Loïc Devilliers, Stéphanie Allassonnière, Alain Trouvé, Xavier Pennec
Inconsistency of Template Estimation by Minimizing of the Variance/Pre-Variance in the Quotient Space. Entropy 19 (6) (2017)
Loïc Devilliers, Xavier Pennec, Stéphanie Allassonnière
Inconsistency of Template Estimation with the Fréchet Mean in Quotient Space. IPMI (2017)
Loïc Devilliers, Stéphanie Allassonnière, Alain Trouvé, Xavier Pennec
Template Estimation in Computational Anatomy: Fréchet Means Top and Quotient Spaces Are Not Consistent. SIAM J. Imaging Sci. 10 (3) (2017)
Xavier Pennec
Sample-Limited L_p Barycentric Subspace Analysis on Constant Curvature Spaces. GSI (2017)
Shuman Jia, Claudia Camaioni, Marc-Michel Rohé, Pierre Jaïs, Xavier Pennec, Hubert Cochet, Maxime Sermesant
Prediction of Post-Ablation Outcome in Atrial Fibrillation Using Shape Parameterization and Partial Least Squares Regression. FIMH (2017)
Marc-Michel Rohé, Maxime Sermesant, Xavier Pennec
Automatic Multi-Atlas Segmentation of Myocardium with SVF-Net. STACOM@MICCAI (2017)
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
Statistical shape modelling to aid surgical planning: associations between surgical parameters and head shapes following spring-assisted cranioplasty. Int. J. Comput. Assist. Radiol. Surg. 12 (10) (2017)
Nina Miolane, Susan P. Holmes, Xavier Pennec
Template Shape Estimation: Correcting an Asymptotic Bias. SIAM J. Imaging Sci. 10 (2) (2017)
Marc-Michel Rohé, Manasi Datar, Tobias Heimann, Maxime Sermesant, Xavier Pennec
SVF-Net: Learning Deformable Image Registration Using Shape Matching. MICCAI (1) (2017)
Kristin McLeod, Maxime Sermesant, Xavier Pennec
Improving Understanding of Long-Term Cardiac Functional Remodelling via Cross-Sectional Analysis of Polyaffine Motion Parameters. FIMH (2017)
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
Longitudinal Analysis Using Personalised 3D Cardiac Models with Population-Based Priors: Application to Paediatric Cardiomyopathies. MICCAI (2) (2017)
Marc-Michel Rohé, Maxime Sermesant, Xavier Pennec
Barycentric Subspace Analysis: A New Symmetric Group-Wise Paradigm for Cardiac Motion Tracking. MICCAI (3) (2016)
Marc-Michel Rohé, Roch Molléro, Maxime Sermesant, Xavier Pennec
Highly reduced model of the cardiac function for fast simulation. IVMSP (2016)
Bishesh Khanal, Marco Lorenzi, Nicholas Ayache, Xavier Pennec
A biophysical model of brain deformation to simulate and analyze longitudinal MRIs of patients with Alzheimer's disease. NeuroImage 134 (2016)
Roch Molléro, Xavier Pennec, Hervé Delingette, Nicholas Ayache, Maxime Sermesant
A Multiscale Cardiac Model for Fast Personalisation and Exploitation. MICCAI (3) (2016)
Jan L. Bruse, Kristin McLeod, Giovanni Biglino, Hopewell N. Ntsinjana, Claudio Capelli, Tain-Yen Hsia, Maxime Sermesant, Xavier Pennec, Andrew Mayall Taylor, Silvia Schievano
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 16 (2016)
Nina Miolane, Susan P. Holmes, Xavier Pennec
Template shape estimation: correcting an asymptotic bias. CoRR (2016)
Kristin McLeod, Maxime Sermesant, Philipp Beerbaum, Xavier Pennec
Spatio-Temporal Tensor Decomposition of a Polyaffine Motion Model for a Better Analysis of Pathological Left Ventricular Dynamics. IEEE Trans. Medical Imaging 34 (7) (2015)
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
Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study. FIMH (2015)
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
Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge. NeuroImage 123 (2015)
Marco Lorenzi, Nicholas Ayache, Xavier Pennec
Regional flux analysis for discovering and quantifying anatomical changes: An application to the brain morphometry in Alzheimer's disease. NeuroImage 115 (2015)
Nina Miolane, Xavier Pennec
Computing Bi-Invariant Pseudo-Metrics on Lie Groups for Consistent Statistics. Entropy 17 (4) (2015)
Kristin McLeod, Maxime Sermesant, Philipp Beerbaum, Xavier Pennec
Descriptive and Intuitive Population-Based Cardiac Motion Analysis via Sparsity Constrained Tensor Decomposition. MICCAI (3) (2015)
Jan L. Bruse, Kristin McLeod, Giovanni Biglino, Hopewell N. Ntsinjana, Claudio Capelli, Tain-Yen Hsia, Maxime Sermesant, Xavier Pennec, Andrew Mayall Taylor, Silvia Schievano
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 (2015)
Xavier Pennec
Barycentric Subspaces and Affine Spans in Manifolds. GSI (2015)
Nina Miolane, Xavier Pennec
Biased Estimators on Quotient Spaces. GSI (2015)
Marc-Michel Rohé, Nicolas Duchateau, Maxime Sermesant, Xavier Pennec
Combination of Polyaffine Transformations and Supervised Learning for the Automatic Diagnosis of LV Infarct. STACOM@MICCAI (2015)
Nina Miolane, Xavier Pennec
A Survey of Mathematical Structures for Extending 2D Neurogeometry to 3D Image Processing. MCV@MICCAI (2015)
Romain Guibert, Kristin McLeod, Alfonso Caiazzo, Tommaso Mansi, Miguel A. Fernández, Maxime Sermesant, Xavier Pennec, Irene E. Vignon-Clementel, Younes Boudjemline, Jean-Frédéric Gerbeau
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. 18 (2) (2014)
Marco Lorenzi, Xavier Pennec
Efficient Parallel Transport of Deformations in Time Series of Images: From Schild's to Pole Ladder. J. Math. Imaging Vis. 50 (1-2) (2014)
Romain Guibert, Kristin McLeod, Alfonso Caiazzo, Tommaso Mansi, Miguel A. Fernández, Maxime Sermesant, Xavier Pennec, Irene E. Vignon-Clementel, Younes Boudjemline, Jean-Frédéric Gerbeau
Group-wise construction of reduced models for understanding and characterization of pulmonary blood flows from medical images. Medical Image Anal. 18 (1) (2014)
Bishesh Khanal, Marco Lorenzi, Nicholas Ayache, Xavier Pennec
A Biophysical Model of Shape Changes due to Atrophy in the Brain with Alzheimer's Disease. MICCAI (2) (2014)
Herve Lombaert, Leo J. Grady, Xavier Pennec, Nicholas Ayache, Farida Cheriet
Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations. Int. J. Comput. Vis. 107 (3) (2014)
Birkan Tunç, Alex R. Smith, Demian Wassermann, Xavier Pennec, William M. Wells III, Ragini Verma, Kilian M. Pohl
Multinomial Probabilistic Fiber Representation for Connectivity Driven Clustering. IPMI (2013)
Kristin McLeod, Christof Seiler, Maxime Sermesant, Xavier Pennec
Spatio-temporal Dimension Reduction of Cardiac Motion for Group-Wise Analysis and Statistical Testing. MICCAI (2) (2013)
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
Benchmarking framework for myocardial tracking and deformation algorithms: An open access database. Medical Image Anal. 17 (6) (2013)
Stanley Durrleman, Xavier Pennec, Alain Trouvé, José Braga, Guido Gerig, Nicholas Ayache
Toward a Comprehensive Framework for the Spatiotemporal Statistical Analysis of Longitudinal Shape Data. Int. J. Comput. Vis. 103 (1) (2013)
Xavier Pennec, Sarang C. Joshi, Mads Nielsen
Mathematical Methods for Medical Imaging. Int. J. Comput. Vis. 105 (2) (2013)
Marco Lorenzi, Nicholas Ayache, Giovanni B. Frisoni, Xavier Pennec
LCC-Demons: A robust and accurate symmetric diffeomorphic registration algorithm. NeuroImage 81 (2013)
Stefan Sommer, Mads Nielsen, Sune Darkner, Xavier Pennec
Higher-Order Momentum Distributions and Locally Affine LDDMM Registration. SIAM J. Imaging Sci. 6 (1) (2013)
Stefan Sommer, François Lauze, Mads Nielsen, Xavier Pennec
Sparse Multi-Scale Diffeomorphic Registration: The Kernel Bundle Framework. J. Math. Imaging Vis. 46 (3) (2013)
Marco Lorenzi, Bjoern H. Menze, Marc Niethammer, Nicholas Ayache, Xavier Pennec
Sparse Scale-Space Decomposition of Volume Changes in Deformations Fields. MICCAI (2) (2013)
Christof Seiler, Xavier Pennec, Susan P. Holmes
Random Spatial Structure of Geometric Deformations and Bayesian Nonparametrics. GSI (2013)
Kristin McLeod, Christof Seiler, Nicolas Toussaint, Maxime Sermesant, Xavier Pennec
Regional Analysis of Left Ventricle Function Using a Cardiac-Specific Polyaffine Motion Model. FIMH (2013)
Marco Lorenzi, Xavier Pennec
Parallel Transport with Pole Ladder: Application to Deformations of Time Series of Images. GSI (2013)
Marco Lorenzi, Xavier Pennec
Geodesics, Parallel Transport & One-Parameter Subgroups for Diffeomorphic Image Registration. Int. J. Comput. Vis. 105 (2) (2013)
Vikash Gupta, Nicholas Ayache, Xavier Pennec
Improving DTI Resolution from a Single Clinical Acquisition: A Statistical Approach Using Spatial Prior. MICCAI (3) (2013)
Xavier Pennec
Bi-invariant Means on Lie Groups with Cartan-Schouten Connections. GSI (2013)
Herve Lombaert, Leo J. Grady, Xavier Pennec, Jean-Marc Peyrat, Nicholas Ayache, Farida Cheriet
Groupwise Spectral Log-Demons Framework for Atlas Construction. MCV (2012)
Marco Lorenzi, Nicholas Ayache, Xavier Pennec
Regional Flux Analysis of Longitudinal Atrophy in Alzheimer's Disease. MICCAI (1) (2012)
Christof Seiler, Xavier Pennec, Mauricio Reyes
Capturing the multiscale anatomical shape variability with polyaffine transformation trees. Medical Image Anal. 16 (7) (2012)
Stefan Sommer, Mads Nielsen, Xavier Pennec
Sparsity and scale: Compact representations of deformation for diffeomorphic registration. MMBIA (2012)
Adityo Prakosa, Kristin McLeod, Maxime Sermesant, Xavier Pennec
Evaluation of iLogDemons Algorithm for Cardiac Motion Tracking in Synthetic Ultrasound Sequence. STACOM (2012)
Christof Seiler, Xavier Pennec, Mauricio Reyes
Simultaneous Multiscale Polyaffine Registration by Incorporating Deformation Statistics. MICCAI (2) (2012)
Herve Lombaert, Leo J. Grady, Xavier Pennec, Nicholas Ayache, Farida Cheriet
Spectral Demons - Image Registration via Global Spectral Correspondence. ECCV (2) (2012)
Kristin McLeod, Christof Seiler, Maxime Sermesant, Xavier Pennec
A Near-Incompressible Poly-affine Motion Model for Cardiac Function Analysis. STACOM (2012)
Nicolas Duchateau, Mathieu De Craene, Xavier Pennec, Beatriz Merino, Marta Sitges, Bart H. Bijnens
Which Reorientation Framework for the Atlas-Based Comparison of Motion from Cardiac Image Sequences? STIA (2012)
Viviana Siless, Pamela Guevara, Xavier Pennec, Pierre Fillard
Joint T1 and Brain Fiber Diffeomorphic Registration Using the Demons. MBIA (2011)
Tommaso Mansi, Ingmar Voigt, Benedetta Leonardi, Xavier Pennec, Stanley Durrleman, Maxime Sermesant, Herve Delingette, Andrew Mayall Taylor, Younes Boudjemline, Giacomo Pongiglione, Nicholas Ayache
A Statistical Model for Quantification and Prediction of Cardiac Remodelling: Application to Tetralogy of Fallot. IEEE Trans. Medical Imaging 30 (9) (2011)
Kristin McLeod, Adityo Prakosa, Tommaso Mansi, Maxime Sermesant, Xavier Pennec
An Incompressible Log-Domain Demons Algorithm for Tracking Heart Tissue. STACOM (2011)
Christof Seiler, Xavier Pennec, Mauricio Reyes
Geometry-Aware Multiscale Image Registration via OBBTree-Based Polyaffine Log-Demons. MICCAI (2) (2011)

Xavier Pennec.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Xavier Pennec