Alain Trouvé

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 23

Top Topics

Locally Linear Embedding

Diffeomorphic Image Registration

Top Venues

SIAM J. Imaging Sci.

J. Math. Imaging Vis.

Publications

Michael I. Miller, Alain Trouvé, Laurent Younes
Space-feature measures on meshes for mapping spatial transcriptomics. Medical Image Anal. 93 (2024)
Elodie Maignant, Alain Trouvé, Xavier Pennec
Riemannian Locally Linear Embedding with Application to Kendall Shape Spaces. GSI (1) (2023)
Michael I. Miller, Alain Trouvé, Laurent Younes
Image Varifolds on Meshes for Mapping Spatial Transcriptomics. CoRR (2022)
Nicolas Guigui, Elodie Maignant, Alain Trouvé, Xavier Pennec
Parallel Transport on Kendall Shape Spaces. GSI (2021)
Alexis Guyot, Ana B. Graciano Fouquier, Emilie Gerardin, Marie Chupin, Joan Alexis Glaunès, Linda Marrakchi-Kacem, Johanne Germain, Claire Boutet, Claire Cury, Lucie Hertz-Pannier, Alexandre Vignaud, Stanley Durrleman, Thomas R. Henry, Pierre-François van de Moortele, Alain Trouvé, Olivier Colliot
A Diffeomorphic Vector Field Approach to Analyze the Thickness of the Hippocampus From 7 T MRI. IEEE Trans. Biomed. Eng. 68 (2) (2021)
Leander Lacroix, Benjamin Charlier, Alain Trouvé, Barbara Gris
IMODAL: Creating Learnable User-Defined Deformation Models. CVPR (2021)
Jean Feydy, Pierre Roussillon, Alain Trouvé, Pietro Gori
Fast and Scalable Optimal Transport for Brain Tractograms. CoRR (2021)
Michael I. Miller, Daniel Jacob Tward, Alain Trouvé
Coarse-to-Fine Hamiltonian Dynamics of Hierarchical Flows in Computational Anatomy. CVPR Workshops (2020)
Brian C. Lee, Daniel Jacob Tward, Zhiyi Hu, Alain Trouvé, Michael I. Miller
Infinitesimal Drift Diffeomorphometry Models for Population Shape Analysis. CVPR Workshops (2020)
Jean Feydy, Pierre Roussillon, Alain Trouvé, Pietro Gori
Fast and Scalable Optimal Transport for Brain Tractograms. MICCAI (3) (2019)
Jean Feydy, Thibault Séjourné, François-Xavier Vialard, Shun-ichi Amari, Alain Trouvé, Gabriel Peyré
Interpolating between Optimal Transport and MMD using Sinkhorn Divergences. AISTATS (2019)
Thibault Séjourné, Jean Feydy, François-Xavier Vialard, Alain Trouvé, Gabriel Peyré
Sinkhorn Divergences for Unbalanced Optimal Transport. CoRR (2019)
Barbara Gris, Stanley Durrleman, Alain Trouvé
A Sub-Riemannian Modular Framework for Diffeomorphism-Based Analysis of Shape Ensembles. SIAM J. Imaging Sci. 11 (1) (2018)
Nicolas Charon, Benjamin Charlier, Alain Trouvé
Metamorphoses of Functional Shapes in Sobolev Spaces. Found. Comput. Math. 18 (6) (2018)
Jean Feydy, Alain Trouvé
Global Divergences Between Measures: From Hausdorff Distance to Optimal Transport. ShapeMI@MICCAI (2018)
Sieun Lee, Nicolas Charon, Benjamin Charlier, Karteek Popuri, Evgeniy Lebed, Marinko V. Sarunic, Alain Trouvé, Mirza Faisal Beg
Atlas-based shape analysis and classification of retinal optical coherence tomography images using the functional shape (fshape) framework. Medical Image Anal. 35 (2017)
Daniel Jacob Tward, Michael I. Miller, Alain Trouvé, Laurent Younes
Parametric Surface Diffeomorphometry for Low Dimensional Embeddings of Dense Segmentations and Imagery. IEEE Trans. Pattern Anal. Mach. Intell. 39 (6) (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)
Yi-Qing Wang, Alain Trouvé, Yali Amit, Boaz Nadler
Detecting Curved Edges in Noisy Images in Sublinear Time. J. Math. Imaging Vis. 59 (3) (2017)
Benjamin Charlier, Nicolas Charon, Alain Trouvé
The Fshape Framework for the Variability Analysis of Functional Shapes. Found. Comput. Math. 17 (2) (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)
Sylvain Arguillère, Emmanuel Trélat, Alain Trouvé, Laurent Younes
Registration of Multiple Shapes using Constrained Optimal Control. SIAM J. Imaging Sci. 9 (1) (2016)
Irene Kaltenmark, Alain Trouvé
Partial Matchings and Growth Mapped Evolutions in Shape Spaces. CVPR Workshops (2016)
Barbara Gris, Stanley Durrleman, Alain Trouvé
A Sub-Riemannian Modular Approach for Diffeomorphic Deformations. GSI (2015)
Daniel Jacob Tward, Jorge Jovicich, Andrea Soricelli, Giovanni B. Frisoni, Alain Trouvé, Laurent Younes, Michael I. Miller
Improved Reproducibility of Neuroanatomical Definitions through Diffeomorphometry and Complexity Reduction. MLMI (2014)
Stanley Durrleman, Marcel Prastawa, Nicolas Charon, Julie R. Korenberg, Sarang C. Joshi, Guido Gerig, Alain Trouvé
Morphometry of anatomical shape complexes with dense deformations and sparse parameters. NeuroImage 101 (2014)
Isaure Chauvot de Beauchêne, Ariane Allain, Nicolas Panel, Elodie Laine, Alain Trouvé, Patrice Dubreuil, Luba Tchertanov
Hotspot Mutations in KIT Receptor Differentially Modulate Its Allosterically Coupled Conformational Dynamics: Impact on Activation and Drug Sensitivity. PLoS Comput. Biol. 10 (7) (2014)
Benjamin Charlier, Nicolas Charon, Alain Trouvé
The fshape framework for the variability analysis of functional shapes. CoRR (2014)
Nicolas Charon, Alain Trouvé
Functional Currents: A New Mathematical Tool to Model and Analyse Functional Shapes. J. Math. Imaging Vis. 48 (3) (2014)
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)
Nicolas Charon, Alain Trouvé
The Varifold Representation of Nonoriented Shapes for Diffeomorphic Registration. SIAM J. Imaging Sci. 6 (4) (2013)
Nicolas Charon, Alain Trouvé
The varifold representation of non-oriented shapes for diffeomorphic registration CoRR (2013)
Stanley Durrleman, Marcel Prastawa, Julie R. Korenberg, Sarang C. Joshi, Alain Trouvé, Guido Gerig
Topology Preserving Atlas Construction from Shape Data without Correspondence Using Sparse Parameters. MICCAI (3) (2012)
Nicolas Charon, Alain Trouvé
Functional Currents : a new mathematical tool to model and analyse functional shapes CoRR (2012)
Anne Jorstad, David Jacobs, Alain Trouvé
A Fast Illumination and Deformation Insensitive Image Comparison Algorithm Using Wavelet-Based Geodesics. ECCV (4) (2012)
Guillaume Auzias, Olivier Colliot, Joan Alexis Glaunès, Matthieu Perrot, Jean-François Mangin, Alain Trouvé, Sylvain Baillet
Diffeomorphic Brain Registration Under Exhaustive Sulcal Constraints. IEEE Trans. Medical Imaging 30 (6) (2011)
Anne Jorstad, David Jacobs, Alain Trouvé
A deformation and lighting insensitive metric for face recognition based on dense correspondences. CVPR (2011)
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) (2011)
Guillaume Auzias, Joan Alexis Glaunès, Olivier Colliot, Matthieu Perrot, Jean-François Mangin, Alain Trouvé, Sylvain Baillet
DISCO: A Coherent Diffeomorphic Framework for Brain Registration under Exhaustive Sulcal Constraints. MICCAI (1) (2009)
Stanley Durrleman, Pierre Fillard, Xavier Pennec, Alain Trouvé, Nicholas Ayache
A Statistical Model of White Matter Fiber Bundles Based on Currents. IPMI (2009)
Stanley Durrleman, Xavier Pennec, Alain Trouvé, Nicholas Ayache
Statistical models of sets of curves and surfaces based on currents. Medical Image Anal. 13 (5) (2009)
Stanley Durrleman, Xavier Pennec, Alain Trouvé, Guido Gerig, Nicholas Ayache
Spatiotemporal Atlas Estimation for Developmental Delay Detection in Longitudinal Datasets. MICCAI (1) (2009)
Stanley Durrleman, Xavier Pennec, Alain Trouvé, Nicholas Ayache
Sparse Approximation of Currents for Statistics on Curves and Surfaces. MICCAI (2) (2008)
Bertrand Le Saux, Bernard Chalmond, Yong Yu, Alain Trouvé, Olivier Renaud, Spencer L. Shorte
Micro-rotation imaging deconvolution. ISBI (2008)
Yong Yu, Alain Trouvé, Bernard Chalmond
A Fast 3D Volume Reconstruction for Confocal Micro-rotation Cell Imaging. BMEI (1) (2008)
Guillaume Auzias, Joan Alexis Glaunès, Arnaud Cachia, Pascal Cathier, Éric Bardinet, Olivier Colliot, Jean-François Mangin, Alain Trouvé, Sylvain Baillet
Multi-scale diffeomorphic cortical registration under manifold sulcal constraints. ISBI (2008)
Jun Ma, Michael I. Miller, Alain Trouvé, Laurent Younes
Bayesian template estimation in computational anatomy. NeuroImage 42 (1) (2008)
Darryl D. Holm, Alain Trouvé, Laurent Younes
The Euler-Poincare theory of Metamorphosis CoRR (2008)
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) (2008)
Yong Yu, Alain Trouvé, Bernard Chalmond
A Bayesian 3D Volume Reconstruction for Confocal Micro-rotation Cell Imaging. MICCAI (2) (2007)
Yali Amit, Alain Trouvé
POP: Patchwork of Parts Models for Object Recognition. Int. J. Comput. Vis. 75 (2) (2007)
Stanley Durrleman, Xavier Pennec, Alain Trouvé, Nicholas Ayache
Measuring Brain Variability Via Sulcal Lines Registration: A Diffeomorphic Approach. MICCAI (1) (2007)
Yali Amit, Alain Trouvé
Generative Models for Labeling Multi-object Configurations in Images. Toward Category-Level Object Recognition (2006)
Michael I. Miller, Alain Trouvé, Laurent Younes
Geodesic Shooting for Computational Anatomy. J. Math. Imaging Vis. 24 (2) (2006)
Stéphanie Allassonnière, Estelle Kuhn, Alain Trouvé, Yali Amit
Generative Model and Consistent Estimation Algorithms for Non-Rigid Deformable Models. ICASSP (5) (2006)
Alain Trouvé, Laurent Younes
Local Geometry of Deformable Templates. SIAM J. Math. Anal. 37 (1) (2005)
Alain Trouvé, Laurent Younes
Metamorphoses Through Lie Group Action. Found. Comput. Math. 5 (2) (2005)
Mirza Faisal Beg, Michael I. Miller, Alain Trouvé, Laurent Younes
Computing Large Deformation Metric Mappings via Geodesic Flows of Diffeomorphisms. Int. J. Comput. Vis. 61 (2) (2005)
Stéphanie Allassonnière, Alain Trouvé, Laurent Younes
Geodesic Shooting and Diffeomorphic Matching Via Textured Meshes. EMMCVPR (2005)
Joan Alexis Glaunès, Alain Trouvé, Laurent Younes
Diffeomorphic Matching of Distributions: A New Approach for Unlabelled Point-Sets and Sub-Manifolds Matching. CVPR (2) (2004)
Michael I. Miller, Alain Trouvé, Laurent Younes
The metric spaces, Euler equations, and normal geodesic image motions of computational anatomy. ICIP (2) (2003)
Yong Yu, Isabelle Bloch, Alain Trouvé
A unified unsupervised clustering algorithm and its first application to landcover classification. ICASSP (3) (2003)
Mirza Faisal Beg, Michael I. Miller, Alain Trouvé, Laurent Younes
The Euler-Lagrange Equation for Interpolating Sequence of Landmark Datasets. MICCAI (2) (2003)
Mirza Faisal Beg, Michael I. Miller, Alain Trouvé, Laurent Younes
Computational anatomy: computing metrics on anatomical shapes. ISBI (2002)
Alain Trouvé, Yong Yu
"Learning the kernel" through examples: an application to shape classification. ICIP (2) (2001)
Alain Trouvé, Yong Yu
Metric Similarities Learning through Examples: An Application to Shape Retrieval. EMMCVPR (2001)
Alain Trouvé, Laurent Younes
Diffeomorphic Matching Problems in One Dimension: Designing and Minimizing Matching Functionals. ECCV (1) (2000)
Alain Trouvé, Laurent Younes
On a Class of Diffeomorphic Matching Problems in One Dimension. SIAM J. Control. Optim. 39 (4) (2000)
Alain Trouvé
Diffeomorphisms Groups and Pattern Matching in Image Analysis. Int. J. Comput. Vis. 28 (3) (1998)
Alain Trouvé, Mauro Piccioni, Sergio Scarlatti
A Variational Problem Arising from Speech Recognition. SIAM J. Appl. Math. 58 (3) (1998)
Jean-Marc Dinten, Alain Trouvé
A deformable model approach for the determination of transition strips on radiographic images. ICPR (2) (1992)