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2020 – today
- 2024
[i15]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 abs/2407.09468 (2024)- 2023
- [j71]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): 329-493 (2023) - [j70]Yann Thanwerdas
, Xavier Pennec:
Bures-Wasserstein Minimizing Geodesics between Covariance Matrices of Different Ranks. SIAM J. Matrix Anal. Appl. 44(3): 1447-1476 (2023) - [c141]Elodie Maignant, Alain Trouvé, Xavier Pennec:
Riemannian Locally Linear Embedding with Application to Kendall Shape Spaces. GSI (1) 2023: 12-20 - [c140]Anna Calissano, Elodie Maignant, Xavier Pennec:
Towards Quotient Barycentric Subspaces. GSI (1) 2023: 366-374 - [c139]Tom Szwagier, Xavier Pennec:
Rethinking the Riemannian Logarithm on Flag Manifolds as an Orthogonal Alignment Problem. GSI (1) 2023: 375-383 - [c138]Yann Thanwerdas, Xavier Pennec:
Characterization of Invariant Inner Products. GSI (1) 2023: 384-391 - [c137]Morten Akhøj, Xavier Pennec, Stefan Sommer:
Tangent Phylogenetic PCA. SCIA (2) 2023: 77-90 - [i14]Morten Akhøj, James Benn, Erlend Grong, Stefan Sommer, Xavier Pennec:
Principal subbundles for dimension reduction. CoRR abs/2307.03128 (2023) - 2022
- [j69]Nicolas Guigui, Xavier Pennec:
Numerical Accuracy of Ladder Schemes for Parallel Transport on Manifolds. Found. Comput. Math. 22(3): 757-790 (2022) - [j68]Yann Thanwerdas, Xavier Pennec:
Theoretically and Computationally Convenient Geometries on Full-Rank Correlation Matrices. SIAM J. Matrix Anal. Appl. 43(4): 1851-1872 (2022) - 2021
- [c136]Florent Jousse, Xavier Pennec, Hervé Delingette, Matilde Gonzalez:
Geodesic squared exponential kernel for non-rigid shape registration. FG 2021: 1-8 - [c135]Yann Thanwerdas, Xavier Pennec:
Geodesics and Curvature of the Quotient-Affine Metrics on Full-Rank Correlation Matrices. GSI 2021: 93-102 - [c134]Nicolas Guigui, Elodie Maignant, Alain Trouvé, Xavier Pennec:
Parallel Transport on Kendall Shape Spaces. GSI 2021: 103-110 - [c133]Nicolas Guigui, Xavier Pennec:
A Reduced Parallel Transport Equation on Lie Groups with a Left-Invariant Metric. GSI 2021: 119-126 - [c132]Nicolas Guigui, Pamela Moceri, Maxime Sermesant, Xavier Pennec:
Cardiac Motion Modeling With Parallel Transport And Shape Splines. ISBI 2021: 1394-1397 - [i13]Nicolas Guigui, Pamela Moceri, Maxime Sermesant, Xavier Pennec:
Cardiac Motion Modeling with Parallel Transport and Shape Splines. CoRR abs/2102.08665 (2021) - [i12]Florent Jousse, Xavier Pennec, Hervé Delingette, Matilde Gonzalez:
Geodesic squared exponential kernel for non-rigid shape registration. CoRR abs/2112.11853 (2021) - 2020
- [c131]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: 48-57 - [i11]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 abs/2004.04667 (2020) - [i10]Nicolas Guigui, Xavier Pennec:
Numerical Accuracy of Ladder Schemes for Parallel Transport on Manifolds. CoRR abs/2007.07585 (2020)
2010 – 2019
- 2019
- [j67]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: 255-270 (2019) - [c130]Yann Thanwerdas, Xavier Pennec:
Exploration of Balanced Metrics on Symmetric Positive Definite Matrices. GSI 2019: 484-493 - [c129]Yann Thanwerdas, Xavier Pennec:
Is Affine-Invariance Well Defined on SPD Matrices? A Principled Continuum of Metrics. GSI 2019: 502-510 - [c128]Nicolas Guigui, Shuman Jia, Maxime Sermesant, Xavier Pennec:
Symmetric Algorithmic Components for Shape Analysis with Diffeomorphisms. GSI 2019: 759-768 - [e3]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:
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. Lecture Notes in Computer Science 11846, Springer 2019, ISBN 978-3-030-33225-9 [contents] - [i9]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 abs/1905.09826 (2019) - [i8]Nicolas Guigui, Shuman Jia, Maxime Sermesant, Xavier Pennec:
Symmetric Algorithmic Components for Shape Analysis with Diffeomorphisms. CoRR abs/1906.05921 (2019) - 2018
- [j66]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: 1-12 (2018) - [j65]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): 348-375 (2018) - [j64]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): 2769-2780 (2018) - [j63]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): 503-515 (2018) - [j62]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:
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? IEEE Trans. Medical Imaging 37(11): 2514-2525 (2018) - [c127]Shuman Jia, Nicolas Duchateau, Pamela Moceri, Maxime Sermesant, Xavier Pennec:
Parallel Transport of Surface Deformations from Pole Ladder to Symmetrical Extension. ShapeMI@MICCAI 2018: 116-124 - [c126]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: 221-229 - [i7]Nina Miolane, Johan Mathe, Claire Donnat, Mikael Jorda, Xavier Pennec:
geomstats: a Python Package for Riemannian Geometry in Machine Learning. CoRR abs/1805.08308 (2018) - [i6]Xavier Pennec:
Parallel Transport with Pole Ladder: a Third Order Scheme in Affine Connection Spaces which is Exact in Affine Symmetric Spaces. CoRR abs/1805.11436 (2018) - [i5]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 abs/1812.02518 (2018) - 2017
- [j61]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): 1739-1749 (2017) - [j60]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): 288 (2017) - [j59]Nina Miolane, Susan P. Holmes, Xavier Pennec:
Template Shape Estimation: Correcting an Asymptotic Bias. SIAM J. Imaging Sci. 10(2): 808-844 (2017) - [j58]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): 1139-1169 (2017) - [j57]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): 2373-2383 (2017) - [c125]Kristin McLeod, Maxime Sermesant, Xavier Pennec:
Improving Understanding of Long-Term Cardiac Functional Remodelling via Cross-Sectional Analysis of Polyaffine Motion Parameters. FIMH 2017: 51-59 - [c124]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: 311-321 - [c123]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: 432-440 - [c122]Xavier Pennec:
Sample-Limited L_p Barycentric Subspace Analysis on Constant Curvature Spaces. GSI 2017: 20-28 - [c121]Loïc Devilliers, Xavier Pennec, Stéphanie Allassonnière:
Inconsistency of Template Estimation with the Fréchet Mean in Quotient Space. IPMI 2017: 16-27 - [c120]Marc-Michel Rohé, Maxime Sermesant, Xavier Pennec:
Automatic Multi-Atlas Segmentation of Myocardium with SVF-Net. STACOM@MICCAI 2017: 170-177 - [c119]Marc-Michel Rohé, Manasi Datar, Tobias Heimann, Maxime Sermesant, Xavier Pennec:
SVF-Net: Learning Deformable Image Registration Using Shape Matching. MICCAI (1) 2017: 266-274 - [c118]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: 350-358 - [e2]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:
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. Lecture Notes in Computer Science 10551, Springer 2017, ISBN 978-3-319-67674-6 [contents] - 2016
- [j56]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: 40 (2016) - [j55]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: 35-52 (2016) - [c117]Marc-Michel Rohé, Roch Molléro, Maxime Sermesant, Xavier Pennec:
Highly reduced model of the cardiac function for fast simulation. IVMSP 2016: 1-5 - [c116]Roch Molléro, Xavier Pennec, Hervé Delingette, Nicholas Ayache, Maxime Sermesant:
A Multiscale Cardiac Model for Fast Personalisation and Exploitation. MICCAI (3) 2016: 174-182 - [c115]Marc-Michel Rohé, Maxime Sermesant, Xavier Pennec:
Barycentric Subspace Analysis: A New Symmetric Group-Wise Paradigm for Cardiac Motion Tracking. MICCAI (3) 2016: 300-307 - [i4]Nina Miolane, Susan P. Holmes, Xavier Pennec:
Template shape estimation: correcting an asymptotic bias. CoRR abs/1610.01502 (2016) - 2015
- [j54]Nina Miolane, Xavier Pennec:
Computing Bi-Invariant Pseudo-Metrics on Lie Groups for Consistent Statistics. Entropy 17(4): 1850-1881 (2015) - [j53]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: 224-234 (2015) - [j52]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: 149-164 (2015) - [j51]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): 1562-1575 (2015) - [c114]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: 448-456 - [c113]Xavier Pennec:
Barycentric Subspaces and Affine Spans in Manifolds. GSI 2015: 12-21 - [c112]Nina Miolane, Xavier Pennec:
Biased Estimators on Quotient Spaces. GSI 2015: 130-139 - [c111]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: 21-29 - [c110]Nina Miolane, Xavier Pennec:
A Survey of Mathematical Structures for Extending 2D Neurogeometry to 3D Image Processing. MCV@MICCAI 2015: 155-167 - [c109]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: 190-198 - [c108]Kristin McLeod, Maxime Sermesant, Philipp Beerbaum, Xavier Pennec:
Descriptive and Intuitive Population-Based Cardiac Motion Analysis via Sparsity Constrained Tensor Decomposition. MICCAI (3) 2015: 419-426 - [e1]Stanley Durrleman, Tom Fletcher, Guido Gerig, Marc Niethammer, Xavier Pennec:
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. Lecture Notes in Computer Science 8682, Springer 2015, ISBN 978-3-319-14904-2 [contents] - 2014
- [j50]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): 254-271 (2014) - [j49]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): 5-17 (2014) - [j48]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): 63-82 (2014) - [j47]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): 433 (2014) - [c107]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: 41-48 - 2013
- [j46]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): 22-59 (2013) - [j45]Xavier Pennec, Sarang C. Joshi, Mads Nielsen:
Mathematical Methods for Medical Imaging. Int. J. Comput. Vis. 105(2): 109-110 (2013) - [j44]Marco Lorenzi, Xavier Pennec:
Geodesics, Parallel Transport & One-Parameter Subgroups for Diffeomorphic Image Registration. Int. J. Comput. Vis. 105(2): 111-127 (2013) - [j43]Stefan Sommer, François Lauze, Mads Nielsen, Xavier Pennec:
Sparse Multi-Scale Diffeomorphic Registration: The Kernel Bundle Framework. J. Math. Imaging Vis. 46(3): 292-308 (2013) - [j42]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): 632-648 (2013) - [j41]Marco Lorenzi, Nicholas Ayache, Giovanni B. Frisoni, Xavier Pennec:
LCC-Demons: A robust and accurate symmetric diffeomorphic registration algorithm. NeuroImage 81: 470-483 (2013) - [j40]Stefan Sommer, Mads Nielsen, Sune Darkner, Xavier Pennec:
Higher-Order Momentum Distributions and Locally Affine LDDMM Registration. SIAM J. Imaging Sci. 6(1): 341-367 (2013) - [c106]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: 483-490 - [c105]Xavier Pennec:
Bi-invariant Means on Lie Groups with Cartan-Schouten Connections. GSI 2013: 59-67 - [c104]Marco Lorenzi, Xavier Pennec:
Parallel Transport with Pole Ladder: Application to Deformations of Time Series of Images. GSI 2013: 68-75 - [c103]Christof Seiler, Xavier Pennec, Susan P. Holmes:
Random Spatial Structure of Geometric Deformations and Bayesian Nonparametrics. GSI 2013: 120-127 - [c102]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: 730-741 - [c101]Marco Lorenzi, Bjoern H. Menze, Marc Niethammer, Nicholas Ayache, Xavier Pennec:
Sparse Scale-Space Decomposition of Volume Changes in Deformations Fields. MICCAI (2) 2013: 328-335 - [c100]Vikash Gupta, Nicholas Ayache, Xavier Pennec:
Improving DTI Resolution from a Single Clinical Acquisition: A Statistical Approach Using Spatial Prior. MICCAI (3) 2013: 477-484 - [c99]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: 501-508 - 2012
- [j39]Christof Seiler, Xavier Pennec, Mauricio Reyes:
Capturing the multiscale anatomical shape variability with polyaffine transformation trees. Medical Image Anal. 16(7): 1371-1384 (2012) - [c98]Herve Lombaert, Leo J. Grady, Xavier Pennec, Nicholas Ayache, Farida Cheriet:
Spectral Demons - Image Registration via Global Spectral Correspondence. ECCV (2) 2012: 30-44 - [c97]Herve Lombaert, Leo J. Grady, Xavier Pennec, Jean-Marc Peyrat, Nicholas Ayache, Farida Cheriet:
Groupwise Spectral Log-Demons Framework for Atlas Construction. MCV 2012: 11-19 - [c96]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: 25-37 - [c95]Christof Seiler, Xavier Pennec, Mauricio Reyes:
Simultaneous Multiscale Polyaffine Registration by Incorporating Deformation Statistics. MICCAI (2) 2012: 130-137 - [c94]Adityo Prakosa, Kristin McLeod, Maxime Sermesant, Xavier Pennec:
Evaluation of iLogDemons Algorithm for Cardiac Motion Tracking in Synthetic Ultrasound Sequence. STACOM 2012: 178-187 - [c93]Kristin McLeod, Christof Seiler, Maxime Sermesant, Xavier Pennec:
A Near-Incompressible Poly-affine Motion Model for Cardiac Function Analysis. STACOM 2012: 288-297 - [c92]Marco Lorenzi, Nicholas Ayache, Xavier Pennec:
Regional Flux Analysis of Longitudinal Atrophy in Alzheimer's Disease. MICCAI (1) 2012: 739-746 - [c91]Stefan Sommer, Mads Nielsen, Xavier Pennec:
Sparsity and scale: Compact representations of deformation for diffeomorphic registration. MMBIA 2012: 217-224 - 2011
- [j38]Tommaso Mansi, Xavier Pennec, Maxime Sermesant, Hervé Delingette, Nicholas Ayache:
iLogDemons: A Demons-Based Registration Algorithm for Tracking Incompressible Elastic Biological Tissues. Int. J. Comput. Vis. 92(1): 92-111 (2011) - [j37]Stanley Durrleman, Pierre Fillard, Xavier Pennec, Alain Trouvé, Nicholas Ayache:
Registration, atlas estimation and variability analysis of white matter fiber bundles modeled as currents. NeuroImage 55(3): 1073-1090 (2011) - [j36]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:
A Nonconservative Lagrangian Framework for Statistical Fluid Registration - SAFIRA. IEEE Trans. Medical Imaging 30(2): 184-202 (2011) - [j35]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): 1605-1616 (2011) - [c90]Marco Lorenzi, Nicholas Ayache, Xavier Pennec:
Schild's Ladder for the Parallel Transport of Deformations in Time Series of Images. IPMI 2011: 463-474 - [c89]Stefan Sommer, Mads Nielsen, François Lauze, Xavier Pennec:
A Multi-scale Kernel Bundle for LDDMM: Towards Sparse Deformation Description across Space and Scales. IPMI 2011: 624-635 - [c88]Viviana Siless, Pamela Guevara, Xavier Pennec, Pierre Fillard:
Joint T1 and Brain Fiber Diffeomorphic Registration Using the Demons. MBIA 2011: 10-18 - [c87]Kristin McLeod, Adityo Prakosa, Tommaso Mansi, Maxime Sermesant, Xavier Pennec:
An Incompressible Log-Domain Demons Algorithm for Tracking Heart Tissue. STACOM 2011: 55-67 - [c86]Christof Seiler, Xavier Pennec, Mauricio Reyes:
Geometry-Aware Multiscale Image Registration via OBBTree-Based Polyaffine Log-Demons. MICCAI (2) 2011: 631-638 - [c85]Marco Lorenzi, Nicholas Ayache, Giovanni B. Frisoni, Xavier Pennec:
Mapping the Effects of Aβ 1 - 42 Levels on the Longitudinal Changes in Healthy Aging: Hierarchical Modeling Based on Stationary Velocity Fields. MICCAI (2) 2011: 663-670 - [c84]Christof Seiler, Xavier Pennec, Lucas E. Ritacco, Mauricio Reyes:
Femur specific polyaffine model to regularize the log-domain demons registration. Medical Imaging: Image Processing 2011: 79620G - [c83]Stefan Sommer, François Lauze, Mads Nielsen, Xavier Pennec:
Kernel Bundle EPDiff: Evolution Equations for Multi-scale Diffeomorphic Image Registration. SSVM 2011: 677-688 - [i3]Stefan Sommer, Mads Nielsen, Sune Darkner, Xavier Pennec:
Higher Order Kernels and Locally Affine LDDMM Registration. CoRR abs/1112.3166 (2011) - 2010
- [c82]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:
Grid-wide neuroimaging data federation in the context of the NeuroLOG project. HealthGrid 2010: 112-123 - [c81]Vladlena Gorbunova, Stanley Durrleman, Pechin Lo, Xavier Pennec, Marleen de Bruijne:
Lung CT registration combining intensity, curves and surfaces. ISBI 2010: 340-343 - [c80]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:
Statistically assisted fluid image registration algorithm -SAFIRA. ISBI 2010: 364-367 - [c79]Christof Seiler, Xavier Pennec, Mauricio Reyes:
Parametric regression of 3D medical images through the exploration of non-parametric regression models. ISBI 2010: 452-455 - [c78]Kristin McLeod, Alfonso Caiazzo, Miguel A. Fernández, Tommaso Mansi, Irene E. Vignon-Clementel, Maxime Sermesant, Xavier Pennec, Younes Boudjemline, Jean-Frédéric Gerbeau:
Atlas-Based Reduced Models of Blood Flows for Fast Patient-Specific Simulations. STACOM/CESC 2010: 95-104 - [c77]Tommaso Mansi, Xavier Pennec, Maxime Sermesant, Hervé Delingette, Nicholas Ayache:
LogDemons Revisited: Consistent Regularisation and Incompressibility Constraint for Soft Tissue Tracking in Medical Images. MICCAI (2) 2010: 652-659 - [c76]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:
A new combined surface and volume registration. Medical Imaging: Image Processing 2010: 76231E - [c75]Heike Hufnagel, Jan Ehrhardt, Xavier Pennec, Alexander Schmidt-Richberg, Heinz Handels:
Coupled level set segmentation using a point-based statistical shape model relying on correspondence probabilities. Medical Imaging: Image Processing 2010: 762318 - [c74]Andrew Sweet, Xavier Pennec:
Log-Domain Diffeomorphic Registration of Diffusion Tensor Images. WBIR 2010: 198-209
2000 – 2009
- 2009
- [j34]Vincent Arsigny, Olivier Commowick, Nicholas Ayache, Xavier Pennec:
A Fast and Log-Euclidean Polyaffine Framework for Locally Linear Registration. J. Math. Imaging Vis. 33(2): 222-238 (2009) - [j33]Stéphane Nicolau, Xavier Pennec, Luc Soler, Xavier Buy, Afshin Gangi, Nicholas Ayache, Jacques Marescaux:
An augmented reality system for liver thermal ablation: Design and evaluation on clinical cases. Medical Image Anal. 13(3): 494-506 (2009) - [j32]Stanley Durrleman, Xavier Pennec, Alain Trouvé, Nicholas Ayache:
Statistical models of sets of curves and surfaces based on currents. Medical Image Anal. 13(5): 793-808 (2009) - [j31]Tom Vercauteren, Xavier Pennec, Aymeric Perchant, Nicholas Ayache:
Diffeomorphic demons: Efficient non-parametric image registration. NeuroImage 45(1): S61-S72 (2009) - [j30]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:
Mapping the regional influence of genetics on brain structure variability - A Tensor-Based Morphometry study. NeuroImage 48(1): 37-49 (2009) - [j29]B. T. Thomas Yeo, Tom Vercauteren, Pierre Fillard, Jean-Marc Peyrat, Xavier Pennec, Polina Golland, Nicholas Ayache, Olivier Clatz:
DT-REFinD: Diffusion Tensor Registration With Exact Finite-Strain Differential. IEEE Trans. Medical Imaging 28(12): 1914-1928 (2009) - [c73]Stanley Durrleman, Pierre Fillard, Xavier Pennec, Alain Trouvé, Nicholas Ayache:
A Statistical Model of White Matter Fiber Bundles Based on Currents. IPMI 2009: 114-125 - [c72]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:
A Lagrangian Formulation for Statistical Fluid Registration. ISBI 2009: 975-978 - [c71]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:
A Statistical Model of Right Ventricle in Tetralogy of Fallot for Prediction of Remodelling and Therapy Planning. MICCAI (1) 2009: 214-221 - [c70]Stanley Durrleman, Xavier Pennec, Alain Trouvé, Guido Gerig, Nicholas Ayache:
Spatiotemporal Atlas Estimation for Developmental Delay Detection in Longitudinal Datasets. MICCAI (1) 2009: 297-304 - [c69]Jonathan Boisvert, Farida Cheriet, Xavier Pennec, Nicholas Ayache:
3D reconstruction of the human spine from radiograph(s) using a multi-body statistical model. Medical Imaging: Image-Guided Procedures 2009: 72612D - 2008
- [j28]Heike Hufnagel, Xavier Pennec, Jan Ehrhardt, Nicholas Ayache, Heinz Handels:
Generation of a statistical shape model with probabilistic point correspondences and the expectation maximization- iterative closest point algorithm. Int. J. Comput. Assist. Radiol. Surg. 2(5): 265-273 (2008) - [j27]Johan Montagnat, Tristan Glatard, Isabel Campos Plasencia, Francisco Castejón, Xavier Pennec, Giuliano Taffoni, Vladimir Voznesensky, Claudio Vuerli:
Workflow-Based Data Parallel Applications on the EGEE Production Grid Infrastructure. J. Grid Comput. 6(4): 369-383 (2008) - [j26]Tristan Glatard, Johan Montagnat, Diane Lingrand, Xavier Pennec:
Flexible and Efficient Workflow Deployment of Data-Intensive Applications On Grids With MOTEUR. Int. J. High Perform. Comput. Appl. 22(3): 347-360 (2008) - [j25]Stanley Durrleman, Xavier Pennec, Alain Trouvé, Paul M. Thompson, Nicholas Ayache:
Inferring brain variability from diffeomorphic deformations of currents: An integrative approach. Medical Image Anal. 12(5): 626-637 (2008) - [j24]Jonathan Boisvert, Farida Cheriet, Xavier Pennec, Hubert Labelle, Nicholas Ayache:
Articulated Spine Models for 3-D Reconstruction From Partial Radiographic Data. IEEE Trans. Biomed. Eng. 55(11): 2565-2574 (2008) - [j23]Jonathan Boisvert, Farida Cheriet, Xavier Pennec, Hubert Labelle, Nicholas Ayache:
Geometric Variability of the Scoliotic Spine Using Statistics on Articulated Shape Models. IEEE Trans. Medical Imaging 27(4): 557-568 (2008) - [c68]Heike Hufnagel, Xavier Pennec, Jan Ehrhardt, Nicholas Ayache, Heinz Handels:
A Global Criterion for the Computation of Statistical Shape Model Parameters Based on Correspondence Probabilities. Bildverarbeitung für die Medizin 2008: 277-282 - [c67]Tristan Glatard, Johan Montagnat, Xavier Pennec:
A Probabilistic Model to Analyse Workflow Performance on Production Grids. CCGRID 2008: 510-517 - [c66]Xavier Pennec:
Statistical Computing on Manifolds: From Riemannian Geometry to Computational Anatomy. ETVC 2008: 347-386 - [c65]Tristan Glatard, Johan Montagnat, Xavier Pennec:
A framework for evaluating the impact of compression on registration algorithms without gold standard. ICIP 2008: 2912-2915 - [c64]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:
Best individual template selection from deformation tensor minimization. ISBI 2008: 460-463 - [c63]B. T. Thomas Yeo, Tom Vercauteren, Pierre Fillard, Xavier Pennec, Polina Golland, Nicholas Ayache, Olivier Clatz:
DTI registration with exact finite-strain differential. ISBI 2008: 700-703 - [c62]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:
A new registration method based on Log-Euclidean Tensor metrics and its application to genetic studies. ISBI 2008: 1115-1118 - [c61]Stanley Durrleman, Xavier Pennec, Alain Trouvé, Nicholas Ayache:
Sparse Approximation of Currents for Statistics on Curves and Surfaces. MICCAI (2) 2008: 390-398 - [c60]Tom Vercauteren, Xavier Pennec, Aymeric Perchant, Nicholas Ayache:
Symmetric Log-Domain Diffeomorphic Registration: A Demons-Based Approach. MICCAI (1) 2008: 754-761 - [c59]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:
A Tensor-Based Morphometry Study of Genetic Influences on Brain Structure Using a New Fluid Registration Method. MICCAI (2) 2008: 914-921 - [c58]Jean-Marc Peyrat, Hervé Delingette, Maxime Sermesant, Xavier Pennec, Chenyang Xu, Nicholas Ayache:
Registration of 4D Time-Series of Cardiac Images with Multichannel Diffeomorphic Demons. MICCAI (2) 2008: 972-979 - [c57]Heike Hufnagel, Xavier Pennec, Jan Ehrhardt, Nicholas Ayache, Heinz Handels:
Comparison of statistical shape models built on correspondence probabilities and one-to-one correspondences. Medical Imaging: Image Processing 2008: 69144T - 2007
- [j22]Pierre Fillard, Vincent Arsigny, Xavier Pennec, Kiralee M. Hayashi, Paul M. Thompson, Nicholas Ayache:
Measuring brain variability by extrapolating sparse tensor fields measured on sulcal lines. NeuroImage 34(2): 639-650 (2007) - [j21]Pierre Fillard, Xavier Pennec, Vincent Arsigny, Nicholas Ayache:
Clinical DT-MRI Estimation, Smoothing, and Fiber Tracking With Log-Euclidean Metrics. IEEE Trans. Medical Imaging 26(11): 1472-1482 (2007) - [j20]Jean-Marc Peyrat, Maxime Sermesant, Xavier Pennec, Hervé Delingette, Chenyang Xu, Elliot R. McVeigh, Nicholas Ayache:
A Computational Framework for the Statistical Analysis of Cardiac Diffusion Tensors: Application to a Small Database of Canine Hearts. IEEE Trans. Medical Imaging 26(11): 1500-1514 (2007) - [c56]Heike Hufnagel, Xavier Pennec, Jan Ehrhardt, Heinz Handels, Nicholas Ayache:
Point-Based Statistical Shape Models with Probabilistic Correspondences and Affine EM-ICP. Bildverarbeitung für die Medizin 2007: 434-438 - [c55]Tristan Glatard, Xavier Pennec:
Optimizing jobs timeouts on clusters and production grids. CCGRID 2007: 100-107 - [c54]Jean-Marc Peyrat, Maxime Sermesant, Xavier Pennec, Hervé Delingette, Chenyang Xu, Elliot R. McVeigh, Nicholas Ayache:
Statistical Comparison of Cardiac Fibre Architectures. FIMH 2007: 413-423 - [c53]Tom Vercauteren, Xavier Pennec, Ezio Malis, Aymeric Perchant, Nicholas Ayache:
Insight into Efficient Image Registration Techniques and the Demons Algorithm. IPMI 2007: 495-506 - [c52]Stéphane Nicolau, Xavier Pennec, Luc Soler, Nicholas Ayache:
Clinical Evaluation of a Respiratory Gated Guidance System for Liver Punctures. MICCAI (2) 2007: 77-85 - [c51]Tom Vercauteren, Xavier Pennec, Aymeric Perchant, Nicholas Ayache:
Non-parametric Diffeomorphic Image Registration with the Demons Algorithm. MICCAI (2) 2007: 319-326 - [c50]Stanley Durrleman, Xavier Pennec, Alain Trouvé, Nicholas Ayache:
Measuring Brain Variability Via Sulcal Lines Registration: A Diffeomorphic Approach. MICCAI (1) 2007: 675-682 - [c49]Natasha Leporé, Caroline C. Brun, Xavier Pennec, Yi-Yu Chou, Oscar L. Lopez, Howard Aizenstein, James T. Becker, Arthur W. Toga, Paul M. Thompson:
Mean Template for Tensor-Based Morphometry Using Deformation Tensors. MICCAI (2) 2007: 826-833 - [c48]Heike Hufnagel, Xavier Pennec, Jan Ehrhardt, Heinz Handels, Nicholas Ayache:
Shape Analysis Using a Point-Based Statistical Shape Model Built on Correspondence Probabilities. MICCAI (1) 2007: 959-967 - [i2]Xavier Pennec:
From Riemannian Geometry to Computational Anatomy of the Brain. ERCIM News 2007(69) (2007) - 2006
- [b2]Xavier Pennec:
Statistical Computing on Manifolds for Computational Anatomy. University of Nice Sophia Antipolis, France, 2006 - [j19]Xavier Pennec, Pierre Fillard, Nicholas Ayache:
A Riemannian Framework for Tensor Computing. Int. J. Comput. Vis. 66(1): 41-66 (2006) - [j18]Xavier Pennec:
Intrinsic Statistics on Riemannian Manifolds: Basic Tools for Geometric Measurements. J. Math. Imaging Vis. 25(1): 127-154 (2006) - [j17]Tom Vercauteren, Aymeric Perchant, Grégoire Malandain, Xavier Pennec, Nicholas Ayache:
Robust mosaicing with correction of motion distortions and tissue deformations for in vivo fibered microscopy. Medical Image Anal. 10(5): 673-692 (2006) - [j16]Hervé Delingette, Xavier Pennec, Luc Soler, Jacques Marescaux, Nicholas Ayache:
Computational Models for Image-Guided Robot-Assisted and Simulated Medical Interventions. Proc. IEEE 94(9): 1678-1688 (2006) - [j15]Vincent Arsigny, Pierre Fillard, Xavier Pennec, Nicholas Ayache:
Geometric Means in a Novel Vector Space Structure on Symmetric Positive-Definite Matrices. SIAM J. Matrix Anal. Appl. 29(1): 328-347 (2006) - [c47]Jonathan Boisvert, Xavier Pennec, Hubert Labelle, Farida Cheriet, Nicholas Ayache:
Principal Spine Shape Deformation Modes Using Riemannian Geometry and Articulated Models. AMDO 2006: 346-355 - [c46]Tristan Glatard, Johan Montagnat, Xavier Pennec:
Medical image registration algorithms assesment: Bronze Standard application enactment on grids using the MOTEUR workflow engine. HealthGrid 2006: 93-103 - [c45]Joerg Freund, Dorin Comaniciu, Yannis E. Ioannis, Peiya Liu, Richard McClatchey, Edwin Morley-Fletcher, Xavier Pennec, Giacomo Pongiglione, Xiang Sean Zhou:
Health-e-Child: An Integrated Biomedical Platform for Grid-Based Paediatric Applications. HealthGrid 2006: 259-270 - [c44]Tristan Glatard, Johan Montagnat, Xavier Pennec:
Efficient services composition for grid-enabled data-intensive applications. HPDC 2006: 333-334 - [c43]Jonathan Boisvert, Xavier Pennec, Nicholas Ayache, Hubert Labelle, Farida Cheriet:
3D anatomical variability assessment of the scoliotic spine using statistics on Lie groups. ISBI 2006: 750-753 - [c42]Pierre Fillard, Vincent Arsigny, Xavier Pennec, Nicholas Ayache:
Clinical DT-MRI estimation, smoothing and fiber tracking with Log-Euclidean metrics. ISBI 2006: 786-789 - [c41]Antoine Azar, Chenyang Xu, Xavier Pennec, Nicholas Ayache:
An interactive hybrid non-rigid registration framework for 3D medical images. ISBI 2006: 824-827 - [c40]Tristan Glatard, Xavier Pennec, Johan Montagnat:
Performance Evaluation of Grid-Enabled Registration Algorithms Using Bronze-Standards. MICCAI (2) 2006: 152-160 - [c39]Jean-Marc Peyrat, Maxime Sermesant, Xavier Pennec, Hervé Delingette, Chenyang Xu, Elliot R. McVeigh, Nicholas Ayache:
Towards a Statistical Atlas of Cardiac Fiber Structure. MICCAI (1) 2006: 297-304 - [c38]Vincent Arsigny, Olivier Commowick, Xavier Pennec, Nicholas Ayache:
A Log-Euclidean Framework for Statistics on Diffeomorphisms. MICCAI (1) 2006: 924-931 - [c37]Tristan Glatard, Johan Montagnat, Xavier Pennec:
Probabilistic and Dynamic Optimization of Job Partitioning on a Grid Infrastructure. PDP 2006: 231-238 - [c36]Vincent Arsigny, Olivier Commowick, Xavier Pennec, Nicholas Ayache:
A Log-Euclidean Polyaffine Framework for Locally Rigid or Affine Registration. WBIR 2006: 120-127 - [i1]Joerg Freund, Dorin Comaniciu, Yannis E. Ioannis, Peiya Liu, Richard McClatchey, Edwin Morley-Fletcher, Xavier Pennec, Giacomo Pongiglione, Xiang Sean Zhou:
Health-e-Child : An Integrated Biomedical Platform for Grid-Based Paediatric Applications. CoRR abs/cs/0603036 (2006) - 2005
- [j14]Stéphane Nicolau, Alain Garcia, Xavier Pennec, Luc Soler, Nicholas Ayache:
An augmented reality system to guide radio-frequency tumour ablation. Comput. Animat. Virtual Worlds 16(1): 1-10 (2005) - [j13]Vincent Arsigny, Xavier Pennec, Nicholas Ayache:
Polyrigid and polyaffine transformations: A novel geometrical tool to deal with non-rigid deformations - Application to the registration of histological slices. Medical Image Anal. 9(6): 507-523 (2005) - [c35]Heike Hufnagel, Xavier Pennec, Grégoire Malandain, Heinz Handels, Nicholas Ayache:
Non-linear 2D and 3D Registration Using Block-Matching and B-Splines. Bildverarbeitung für die Medizin 2005: 325-329 - [c34]Tristan Glatard, Johan Montagnat, Xavier Pennec:
Grid-Enabled Workflows for Data Intensive Medical Applications. CBMS 2005: 537-542 - [c33]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:
Grid-enabling medical image analysis. CCGRID 2005: 487-495 - [c32]Pierre Fillard, Vincent Arsigny, Nicholas Ayache, Xavier Pennec:
A Riemannian Framework for the Processing of Tensor-Valued Images. DSSCV 2005: 112-123 - [c31]Pierre Fillard, Vincent Arsigny, Xavier Pennec, Paul M. Thompson, Nicholas Ayache:
Extrapolation of Sparse Tensor Fields: Application to the Modeling of Brain Variability. IPMI 2005: 27-38 - [c30]Vincent Arsigny, Pierre Fillard, Xavier Pennec, Nicholas Ayache:
Fast and Simple Calculus on Tensors in the Log-Euclidean Framework. MICCAI 2005: 115-122 - [c29]Stéphane Nicolau, Xavier Pennec, Luc Soler, Nicholas Ayache:
A Complete Augmented Reality Guidance System for Liver Punctures: First Clinical Evaluation. MICCAI 2005: 539-547 - [c28]Tom Vercauteren, Aymeric Perchant, Xavier Pennec, Nicholas Ayache:
Mosaicing of Confocal Microscopic In Vivo Soft Tissue Video Sequences. MICCAI 2005: 753-760 - [c27]Olivier Commowick, Radu Stefanescu, Pierre Fillard, Vincent Arsigny, Nicholas Ayache, Xavier Pennec, Grégoire Malandain:
Incorporating Statistical Measures of Anatomical Variability in Atlas-to-Subject Registration for Conformal Brain Radiotherapy. MICCAI (2) 2005: 927-934 - [c26]Xavier Pennec, Radu Stefanescu, Vincent Arsigny, Pierre Fillard, Nicholas Ayache:
Riemannian Elasticity: A Statistical Regularization Framework for Non-linear Registration. MICCAI (2) 2005: 943-950 - 2004
- [j12]Radu Stefanescu, Xavier Pennec, Nicholas Ayache:
Grid powered nonlinear image registration with locally adaptive regularization. Medical Image Anal. 8(3): 325-342 (2004) - [j11]Miguel Ángel González Ballester, Xavier Pennec, Marius George Linguraru, Nicholas Ayache:
Generalized image models and their application as statistical models of images. Medical Image Anal. 8(3): 361-369 (2004) - [j10]Radu Stefanescu, Xavier Pennec, Nicholas Ayache:
Grid-Enabled Non-Rigid Registration Of Medical Images. Parallel Process. Lett. 14(2): 197-216 (2004) - [c25]Stéphane Nicolau, Xavier Pennec, Luc Soler, Nicholas Ayache:
An Accuracy Certified Augmented Reality System for Therapy Guidance. ECCV (3) 2004: 79-91 - [c24]Luc Soler, Stéphane Nicolau, Jérôme Schmid, Christophe Koehl, Jacques Marescaux, Xavier Pennec, Nicholas Ayache:
Virtual Reality and Augmented Reality in Digestive Surgery. ISMAR 2004: 278-279 - [c23]Stéphane Nicolau, Jérôme Schmid, Xavier Pennec, Luc Soler, Nicholas Ayache:
An Augmented Reality & Virtuality Interface for a Puncture Guidance System: Design and Validation on an Abdominal Phantom. MIAR 2004: 302-310 - [c22]Radu Stefanescu, Olivier Commowick, Grégoire Malandain, Pierre-Yves Bondiau, Nicholas Ayache, Xavier Pennec:
Non-rigid Atlas to Subject Registration with Pathologies for Conformal Brain Radiotherapy. MICCAI (1) 2004: 704-711 - 2003
- [j9]Pascal Cachier, Éric Bardinet, Didier Dormont, Xavier Pennec, Nicholas Ayache:
Iconic feature based nonrigid registration: the PASHA algorithm. Comput. Vis. Image Underst. 89(2-3): 272-298 (2003) - [j8]Maxime Sermesant, Clement Forest, Xavier Pennec, Hervé Delingette, Nicholas Ayache:
Deformable biomechanical models: Application to 4D cardiac image analysis. Medical Image Anal. 7(4): 475-488 (2003) - [j7]Xavier Pennec, Pascal Cachier, Nicholas Ayache:
Tracking brain deformations in time sequences of 3D US images. Pattern Recognit. Lett. 24(4-5): 801-813 (2003) - [c21]Stéphane Nicolau, Xavier Pennec, Luc Soler, Nicholas Ayache:
Evaluation of a New 3D/2D Registration Criterion for Liver Radio-Frequencies Guided by Augmented Reality. IS4TH 2003: 270-283 - [c20]Miguel Ángel González Ballester, Xavier Pennec, Nicholas Ayache:
Generalized Image Models and Their Application as Statistical Models of Images. MICCAI (2) 2003: 150-157 - [c19]Radu Stefanescu, Xavier Pennec, Nicholas Ayache:
Grid Enabled Non-rigid Registration with a Dense Transformation and a priori Information. MICCAI (2) 2003: 804-811 - [c18]Vincent Arsigny, Xavier Pennec, Nicholas Ayache:
Polyrigid and Polyaffine Transformations: A New Class of Diffeomorphisms for Locally Rigid or Affine Registration. MICCAI (2) 2003: 829-837 - 2002
- [j6]Pierre Jannin, J. Michael Fitzpatrick, David J. Hawkes, Xavier Pennec, Ramin Shahidi, Michael W. Vannier:
Validation of Medical Image Processing in Image-Guided Therapy. IEEE Trans. Medical Imaging 21(11): 1445-1449 (2002) - [c17]Sébastien Granger, Xavier Pennec:
Multi-scale EM-ICP: A Fast and Robust Approach for Surface Registration. ECCV (4) 2002: 418-432 - [c16]Guillaume Flandin, Ferath Kherif, Xavier Pennec, Denis Rivière, Nicholas Ayache, Jean-Baptiste Poline:
Parcellation of brain images with anatomical and functional constraints for fMRI data analysis. ISBI 2002: 907-910 - [c15]Sébastien Ourselin, Radu Stefanescu, Xavier Pennec:
Robust Registration of Multi-modal Images: Towards Real-Time Clinical Applications. MICCAI (2) 2002: 140-147 - [c14]Guillaume Flandin, Ferath Kherif, Xavier Pennec, Grégoire Malandain, Nicholas Ayache, Jean-Baptiste Poline:
Improved Detection Sensitivity in Functional MRI Data Using a Brain Parcelling Technique. MICCAI (1) 2002: 467-474 - [c13]Maxime Sermesant, Clement Forest, Xavier Pennec, Hervé Delingette, Nicholas Ayache:
Biomechanical Model Construction from Different Modalities: Application to Cardiac Images. MICCAI (1) 2002: 714-721 - 2001
- [j5]Sébastien Ourselin, Alexis Roche, Gérard Subsol, Xavier Pennec, Nicholas Ayache:
Reconstructing a 3D structure from serial histological sections. Image Vis. Comput. 19(1-2): 25-31 (2001) - [j4]Alexis Roche, Xavier Pennec, Grégoire Malandain, Nicholas Ayache:
Rigid Registration of 3D Ultrasound with MR Images: A New Approach Combining Intensity and Gradient Information. IEEE Trans. Medical Imaging 20(10): 1038-1049 (2001) - [c12]Xavier Pennec, Pascal Cachier, Nicholas Ayache:
Tracking Brain Deformations in Time-Sequences of 3D US Images. IPMI 2001: 169-175 - [c11]Xavier Pennec, Nicholas Ayache, Alexis Roche, Pascal Cachier:
Non-Rigid MR/US Registration for Tracking Brain Deformations. MIAR 2001: 79-86 - [c10]Pascal Cachier, Jean-François Mangin, Xavier Pennec, Denis Rivière, Dimitri Papadopoulos-Orfanos, Jean Régis, Nicholas Ayache:
Multisubject Non-rigid Registration of Brain MRI Using Intensity and Geometric Features. MICCAI 2001: 734-742 - [c9]Sébastien Granger, Xavier Pennec, Alexis Roche:
Rigid Point-Surface Registration Using an EM Variant of ICP for Computer Guided Oral Implantology. MICCAI 2001: 752-761 - 2000
- [c8]Alexis Roche, Xavier Pennec, Michael Rudolph, Dorothee Auer, Grégoire Malandain, Sébastien Ourselin, Ludwig M. Auer, Nicholas Ayache:
Generalized Correlation Ratio for Rigid Registration of 3D Ultrasound with MR Images. MICCAI 2000: 567-577
1990 – 1999
- 1999
- [c7]Xavier Pennec, Pascal Cachier, Nicholas Ayache:
Understanding the "Demon's Algorithm": 3D Non-rigid Registration by Gradient Descent. MICCAI 1999: 597-605 - [c6]Xavier Pennec:
Probabilities and statistics on Riemannian manifolds: Basic tools for geometric measurements. NSIP 1999: 194-198 - 1998
- [j3]Xavier Pennec, Nicholas Ayache:
A geometric algorithm to find small but highly similar 3D substructures in proteins. Bioinform. 14(6): 516-522 (1998) - [j2]Xavier Pennec, Nicholas Ayache:
Uniform Distribution, Distance and Expectation Problems for Geometric Features Processing. J. Math. Imaging Vis. 9(1): 49-67 (1998) - [c5]Xavier Pennec, Charles R. G. Guttmann, Jean-Philippe Thirion:
Feature-Based Registration of Medical Images: Estimation and Validation of the Pose Accuracy. MICCAI 1998: 1107-1114 - [c4]Alexis Roche, Grégoire Malandain, Xavier Pennec, Nicholas Ayache:
The Correlation Ratio as a New Similarity Measure for Multimodal Image Registration. MICCAI 1998: 1115-1124 - 1997
- [j1]Xavier Pennec, Jean-Philippe Thirion:
A Framework for Uncertainty and Validation of 3-D Registration Methods Based on Points and Frames. Int. J. Comput. Vis. 25(3): 203-229 (1997) - 1996
- [b1]Xavier Pennec:
L'incertitude dans les problèmes de reconnaissance et de recalage - Applications en imagerie médicale et biologie moléculaire. École Polytechnique, Palaiseau, France, 1996 - [c3]Xavier Pennec, Nicholas Ayache:
Randomness and Geometric Features in Computer Vision. CVPR 1996: 484-491 - [c2]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:
Comparison and evaluation of retrospective intermodality image registration techniques. Medical Imaging: Image Processing 1996 - 1995
- [c1]Xavier Pennec, Jean-Philippe Thirion:
Validation of 3D Registration Methods Based on Points and Frames. ICCV 1995: 557-562
Coauthor Index
[j67] [i9] [c123] [c118] [j55] [c116] [j53] [c114] [j50] [c107] [j46] [j41] [c101] [c100] [c98] [c97] [c92] [j38] [j37] [j35] [c90] [c85] [c77] [j34] [j33] [j32] [j31] [j29] [c73] [c71] [c70] [c69] [j28] [j25] [j24] [j23] [c68] [c63] [c61] [c60] [c58] [c57] [j22] [j21] [j20] [c56] [c54] [c53] [c52] [c51] [c50] [c48] [j19] [j17] [j16] [j15] [c47] [c43] [c42] [c41] [c39] [c38] [c36] [j14] [j13] [c35] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [j12] [j11] [j10] [c25] [c24] [c23] [c22] [j9] [j8] [j7] [c21] [c20] [c19] [c18] [c16] [c14] [c13] [j5] [j4] [c12] [c11] [c10] [c8] [c7] [j3] [j2] [c4] [c3]
Hervé Delingette
aka: Herve Delingette
aka: Herve Delingette
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