Laurent Younes

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Hamiltonian Systems and Optimal Control in Computational Anatomy: 100 Years Since D'Arcy Thompson.

Alain Trouvé, Michael I Miller, Laurent Younes, 2015, Annual review of biomedical engineering.

Identification of direction in gene networks from expression and methylation

Donald Geman, Laurent Younes, David M. Simcha, 2013, BMC Systems Biology.

Non rigid registration of shapes via diffeomorphic point matching and clustering

Anand Rangarajan, Laurent Younes, Laurent Garcin, 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

Template registration with missing parts: Application to the segmentation of M. tuberculosis infected lungs

Laurent Younes, Bruno Jedynak, Camille Vidal, 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Geodesic Interpolating Splines

Laurent Younes, Vincent Camion, L. Younes, 2001, EMMCVPR.

Landmark-referenced Voxel-based Analysis of Diffusion Tensor Images of the Brainstem White Matter Tracts. Application in Patients with Middle Cerebral Artery Stroke

Michael I. Miller, Susumu Mori, Weihong Zhang, 2022 .

Learning Multivariate Distributions by Competitive Assembly of Marginals

Donald Geman, Jason Eisner, Laurent Younes, 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Combining geodesic interpolating splines and affine transformations

Laurent Younes, 2006, IEEE Transactions on Image Processing.

Smoothing fields of frames using conjugate norms on reproducing kernel Hilbert spaces

Laurent Younes, Hsiao-Fang Chou, L. Younes, 2009, Electronic Imaging.

Estimating dense cardiac 3D motion using sparse 2D tagged MRI cross-sections

Michael I. Miller, Robert G. Weiss, Laurent Younes, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Synchronous Boltzmann machines and curve identification tasks

Robert Azencott, Laurent Younes, Antoine Doutriaux, 1993 .

A Model for Elastic Evolution on Foliated Shapes

Michael I. Miller, Laurent Younes, Nicolas Charon, 2018, IPMI.

Texture Classification Using Windowed Fourier Filters

Robert Azencott, Laurent Younes, Jia-Ping Wang, 1997, IEEE Trans. Pattern Anal. Mach. Intell..

Computations on Triangulated Surfaces

Laurent Younes, 2019 .

Computing Large Deformation Metric Mappings via Geodesic Flows of Diffeomorphisms

Alain Trouvé, Michael I. Miller, Mirza Faisal Beg, 2005, International Journal of Computer Vision.

Group Actions, Homeomorphisms, and Matching: A General Framework

Michael I. Miller, Laurent Younes, L. Younes, 2004, International Journal of Computer Vision.

Diffeomorphic Matching of Diffusion Tensor Images

Michael I. Miller, Susumu Mori, Yan Cao, 2006, 2006 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'06).

Principal Components Analysis of Scalar, Vector, and Mesh Vertex Data.

Laurent Younes, Michael Bowers, 2012, The insight journal.

Incorporating user input in template-based segmentation

Laurent Younes, Bruno Jedynak, Camille Vidal, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Neuroanatomical asymmetry patterns in individuals with schizophrenia and their non-psychotic siblings

Michael I. Miller, Lei Wang, Anqi Qiu, 2009, NeuroImage.

Calibrating Parameters of Cost Functionals

Laurent Younes, L. Younes, 2000, ECCV.

A Comprehensive Statistical Model for Cell Signaling

Donald Geman, Erdem Yörük, Laurent Younes, 2011, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Shape analysis of hypertrophic and hypertensive heart disease using MRI-based 3D surface models of left ventricular geometry

Michael I. Miller, Katherine C. Wu, Laurent Younes, 2016, Medical Image Anal..

Large Deformation Diffeomorphism and Momentum Based Hippocampal Shape Discrimination in Dementia of the Alzheimer type

Michael I. Miller, Lei Wang, Mirza Faisal Beg, 2007, IEEE Transactions on Medical Imaging.

Information Pursuit: A Bayesian Framework for Sequential Scene Parsing pdf

Ehsan Jahangiri, René Vidal, Donald Geman, 2017, ArXiv.

Hybrid Riemannian Metrics for Diffeomorphic Shape Registration

Laurent Younes, 2018 .

Geodesic Matching with Free Extremities

Laurent Younes, Laurent Garcin, L. Younes, 2006, Journal of Mathematical Imaging and Vision.

Learning algorithms for extended models of Boltzmann machines

Laurent Younes, 1994, Proceedings of the 12th IAPR International Conference on Pattern Recognition, Vol. 3 - Conference C: Signal Processing (Cat. No.94CH3440-5).

A generalized optical flow constraint and its physical interpretation

Isabelle Herlin, Dominique Béréziat, Laurent Younes, 2000, Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No.PR00662).

Diffeomorphic Learning pdf

Laurent Younes, L. Younes, 2018, ArXiv.

Homeostatic image perception: An artificial system

Laurent Younes, Thomas Feldman, L. Younes, 2006, Comput. Vis. Image Underst..

Asymptotic performance analysis for object recognition in clutter

Michael I. Miller, Laurent Younes, Dmitri Bitouk, 2003, SPIE Defense + Commercial Sensing.

Cardiac motion analysis in ischemic and non-ischemic cardiomyopathy using parallel transport

Michael I. Miller, Robert G. Weiss, Katherine C. Wu, 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

An Energy Minimization Method for Matching and Comparing Structured Object Representations

Robert Azencott, Laurent Younes, L. Younes, 1997, EMMCVPR.

Robust Diffeomorphic Mapping via Geodesically Controlled Active Shapes

Jun Ma, Michael I. Miller, Laurent Younes, 2013, Int. J. Biomed. Imaging.

Non-rigid registration of shapes via diffeomorphic point matching

Hongyu Guo, Anand Rangarajan, Sarang C. Joshi, 2004, 2004 2nd IEEE International Symposium on Biomedical Imaging: Nano to Macro (IEEE Cat No. 04EX821).

A Bayesian Generative Model for Surface Template Estimation

Jun Ma, Michael I. Miller, Laurent Younes, 2010, Int. J. Biomed. Imaging.

Matching Sparse Sets of Cardiac Image Cross-Sections Using Large Deformation Diffeomorphic Metric Mapping Algorithm

Michael I. Miller, Laurent Younes, Siamak Ardekani, 2011, STACOM.

Bayesian template estimation in computational anatomy

Alain Trouvé, Jun Ma, Michael I. Miller, 2008, NeuroImage.

Geodesic Shooting for Computational Anatomy

Alain Trouvé, Michael I. Miller, Laurent Younes, 2006, Journal of Mathematical Imaging and Vision.

The metric spaces, Euler equations, and normal geodesic image motions of computational anatomy

Alain Trouvé, Michael I. Miller, Laurent Younes, 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).

Consistent realignment of 3D diffusion tensor MRI eigenvectors

Mirza Faisal Beg, Laurent Younes, Ryan Dickie, 2007, SPIE Medical Imaging.

Computable Elastic Distances Between Shapes

Laurent Younes, L. Younes, 1998, SIAM J. Appl. Math..

Diffeomorphic Surface Flows: A Novel Method of Surface Evolution

J. Tilak Ratnanather, Laurent Younes, John Zweck, 2008, SIAM J. Appl. Math..

Intrinsic and extrinsic analysis in computational anatomy

Michael I. Miller, Anqi Qiu, Laurent Younes, 2008, NeuroImage.

Metamorphoses Through Lie Group Action

Alain Trouvé, Laurent Younes, L. Younes, 2005, Found. Comput. Math..

Laplace Beltrami Filter on QuadEdge Meshes.

Laurent Younes, Michael Bowers, L. Younes, 2011, The insight journal.

A Metamorphosis Distance for Embryonic Cardiac Action Potential Interpolation and Classification

René Vidal, Laurent Younes, Leslie Tung, 2013, MICCAI.

Spaces and manifolds of shapes in computer vision: An overview

Laurent Younes, L. Younes, 2012, Image Vis. Comput..

Motion estimation using a volume conservation hypothesis

Isabelle Herlin, Dominique Béréziat, Laurent Younes, 1999, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).

Large deformation diffeomorphic metric mapping of vector fields

Michael I. Miller, Yan Cao, Laurent Younes, 2005, IEEE Transactions on Medical Imaging.

Diffeomorphic Active Contours

J. Tilak Ratnanather, Laurent Younes, Felipe Arrate, 2010, SIAM J. Imaging Sci..

Computational anatomy: computing metrics on anatomical shapes

Alain Trouvé, Michael I. Miller, Mirza Faisal Beg, 2002, Proceedings IEEE International Symposium on Biomedical Imaging.

Transport of Relational Structures in Groups of Diffeomorphisms

Michael I. Miller, Anqi Qiu, Laurent Younes, 2008, Journal of Mathematical Imaging and Vision.

Computational Anatomy Gateway: Leveraging XSEDE Computational Resources for Shape Analysis

Michael I. Miller, J. Tilak Ratnanather, Laurent Younes, 2014, XSEDE '14.

Diffeomorphic Surface Registration with Atrophy Constraints

Michael I. Miller, Laurent Younes, Sylvain Arguillère, 2016, SIAM J. Imaging Sci..

Synchronous Image restoration

Laurent Younes, L. Younes, 1994, ECCV.

Synchronous Random Fields and Image Restoration

Laurent Younes, L. Younes, 1998, IEEE Trans. Pattern Anal. Mach. Intell..

Diffeomorphic matching of distributions: a new approach for unlabelled point-sets and sub-manifolds matching

Alain Trouvé, Laurent Younes, Joan Alexis Glaunès, 2004, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004..

Local Geometry of Deformable Templates

Alain Trouvé, Laurent Younes, L. Younes, 2005, SIAM J. Math. Anal..

Deformable Objects and Matching Functionals

Laurent Younes, 2010 .

Diffeomorphic Matching Problems in One Dimension: Designing and Minimizing Matching Functionals

Alain Trouvé, Laurent Younes, L. Younes, 2000, ECCV.

A Stochastic Algorithm for Feature Selection in Pattern Recognition

Laurent Younes, Sébastien Gadat, L. Younes, 2007, J. Mach. Learn. Res..

Principal Component Based Diffeomorphic Surface Mapping

Michael I. Miller, Anqi Qiu, Laurent Younes, 2012, IEEE Transactions on Medical Imaging.

A stochastic algorithm for probabilistic independent component analysis

Laurent Younes, St'ephanie Allassonni'ere, L. Younes, 2012, 1203.3712.

The Euler-Lagrange Equation for Interpolating Sequence of Landmark Datasets

Alain Trouvé, Michael I. Miller, Mirza Faisal Beg, 2003, MICCAI.

The Euler-Poincare theory of Metamorphosis pdf

Alain Trouvé, Darryl D. Holm, Laurent Younes, 2008, ArXiv.

Computational anatomy and diffeomorphometry: A dynamical systems model of neuroanatomy in the soft condensed matter continuum

Michael I Miller, Laurent Younes, Sylvain Arguillère, 2018, Wiley interdisciplinary reviews. Systems biology and medicine.

Modeling Planar Shape Variation via Hamiltonian Flows of Curves

Alain Trouvé, Laurent Younes, Joan Alexis Glaunès, 2006, Statistics and Analysis of Shapes.

Isocontours and Isosurfaces

Laurent Younes, 2010 .

Shape Spaces

Alain Trouvé, Laurent Younes, L. Younes, 2015, Handbook of Mathematical Methods in Imaging.

Stochastic gradient estimation strategies for Markov random fields

Laurent Younes, L. Younes, 1998, Optics & Photonics.

On a Class of Diffeomorphic Matching Problems in One Dimension

Alain Trouvé, Laurent Younes, L. Younes, 2000, SIAM J. Control. Optim..

Metamorphosis of images in reproducing kernel Hilbert spaces

Laurent Younes, Casey L. Richardson, L. Younes, 2014, Adv. Comput. Math..

Combining anatomical manifold information via diffeomorphic metric mappings for studying cortical thinning of the cingulate gyrus in schizophrenia

Michael I. Miller, Anqi Qiu, J. Tilak Ratnanather, 2007, NeuroImage.

A kernel class allowing for fast computations in shape spaces induced by diffeomorphisms

Laurent Younes, Aastha Jain, L. Younes, 2013, J. Comput. Appl. Math..

Parametric Surface Diffeomorphometry for Low Dimensional Embeddings of Dense Segmentations and Imagery

Alain Trouvé, Michael I. Miller, Laurent Younes, 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.

3D Normal Coordinate Systems for Cortical Areas pdf

Kwame S. Kutten, J. Tilak Ratnanather, Laurent Younes, 2018, Lecture Notes Series, Institute for Mathematical Sciences, National University of Singapore.

Change Point Estimation of the Hippocampal Volumes in Alzheimer's Disease

Xiaoying Tang, Michael I. Miller, Laurent Younes, 2016, 2016 13th Conference on Computer and Robot Vision (CRV).

A Three Tiered Approach for Articulated Object Action Modeling and Recognition

Gregory D. Hager, Le Lu, Laurent Younes, 2004, NIPS.

Geodesic Image Matching: A Wavelet Based Energy Minimization Scheme

Laurent Younes, Laurent Garcin, 2005, EMMCVPR.

Left-ventricular shape analysis for predicting sudden cardiac death risk

Katherine C. Wu, Natalia A. Trayanova, Laurent Younes, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Learning Shape Trends: Parameter Estimation in Diffusions on Shape Manifolds

Laurent Younes, Valentina Staneva, L. Younes, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Smoothing Directional Vector Fields Using Dual Norms

Laurent Younes, Hsiao-Fang Chou, 2009, SIAM J. Imaging Sci..

Large Deformation Diffeomorphic Metric Curve Mapping

Michael I. Miller, Anqi Qiu, Laurent Younes, 2008, International Journal of Computer Vision.

Evolving Curves and Surfaces

Laurent Younes, 2010 .

Improved Reproducibility of Neuroanatomical Definitions through Diffeomorphometry and Complexity Reduction

Alain Trouvé, Michael I. Miller, Giovanni B. Frisoni, 2014, MLMI.

Multi-contrast large deformation diffeomorphic metric mapping for diffusion tensor imaging

Michael I. Miller, Can Ceritoglu, Susumu Mori, 2009, NeuroImage.

Geodesic Shooting and Diffeomorphic Matching Via Textured Meshes

Alain Trouvé, Laurent Younes, Stéphanie Allassonnière, 2005, EMMCVPR.

Clutter invariant ATR

Michael I. Miller, Laurent Younes, Dmitri Bitouk, 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Modeling and Estimation of Shape Deformation for Topology-Preserving Object Tracking

Laurent Younes, Valentina Staneva, 2014, SIAM J. Imaging Sci..

Evolutions equations in computational anatomy

Michael I. Miller, Laurent Younes, Felipe Arrate, 2009, NeuroImage.

Registration of Multiple Shapes using Constrained Optimal Control

Alain Trouvé, Emmanuel Trélat, Laurent Younes, 2016, SIAM J. Imaging Sci..

Constrained Diffeomorphic Shape Evolution

Laurent Younes, L. Younes, 2012, Found. Comput. Math..

Parallel Transport in Diffeomorphisms Distinguishes the Time-dependent Pattern of Hippocampal Surface Deformation Due to Healthy Aging and the Dementia of the Alzheimer's Type

Michael I. Miller, Anqi Qiu, John G. Csernansky, 2007 .

Image-based flow modeling in a two-chamber model of the left heart

Rajat Mittal, Laurent Younes, Jung Hee Seo, 2014 .

Whole brain diffeomorphic metric mapping via integration of sulcal and gyral curves, cortical surfaces, and images

Anqi Qiu, Jia Du, Laurent Younes, 2011, NeuroImage.

Deformations, Warping and Object Comparison - A tutorial

Laurent Younes, 2000 .

A New Joint Clustering and Diffeomorphism Estimation Algorithm for Non-Rigid Shape Matching

Hongyu Guo, Anand Rangarajan, Sarang C. Joshi, 2004, 2004 Conference on Computer Vision and Pattern Recognition Workshop.

Computational modeling of cardiac hemodynamics: Current status and future outlook

H. Howie Huang, Hang Liu, Jung Hee Seo, 2016, J. Comput. Phys..

A distance for elastic matching in object recognition

Robert Azencott, Laurent Younes, François Coldefy, 1996, Proceedings of 13th International Conference on Pattern Recognition.

Time sequence diffeomorphic metric mapping and parallel transport track time-dependent shape changes

Michael I. Miller, Anqi Qiu, Laurent Younes, 2009, NeuroImage.

Visual Turing test for computer vision systems

Donald Geman, Laurent Younes, Stuart Geman, 2015, Proceedings of the National Academy of Sciences.

Optimal matching between shapes via elastic deformations

Laurent Younes, L. Younes, 1999, Image Vis. Comput..

Large deformation diffeomorphic metric mapping of fiber orientations

Michael I. Miller, Yan Cao, Laurent Younes, 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.

Diffuse Abnormality of Low to Moderately Organized White Matter in Schizophrenia

Michael I. Miller, Susumu Mori, Peter C. M. van Zijl, 2011, Brain Connect..

BIOMARKER CHANGE-POINT ESTIMATION WITH RIGHT CENSORING IN LONGITUDINAL STUDIES.

Xiaoying Tang, Michael I Miller, Laurent Younes, 2017, The annals of applied statistics.

Diffeomorphic shape evolution coupled with a reaction-diffusion PDE on a growth potential

Laurent Younes, Nicolas Charon, Dai-Ni Hsieh, 2021, Quarterly of Applied Mathematics.

Mechanistic Modeling of Longitudinal Shape Changes: Equations of Motion and Inverse Problems

Laurent Younes, Nicolas Charon, Dai-Ni Hsieh, 2022, SIAM Journal on Applied Dynamical Systems.

Graph Discovery for Visual Test Generation

Donald Geman, Laurent Younes, Neil Hallonquist, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Amygdalar atrophy in symptomatic Alzheimer's disease based on diffeomorphometry: the BIOCARD cohort

Michael I. Miller, Susumu Mori, J. Tilak Ratnanather, 2015, Neurobiology of Aging.

Baseline shape diffeomorphometry patterns of subcortical and ventricular structures in predicting conversion of mild cognitive impairment to Alzheimer's disease.

Xiaoying Tang, Michael I Miller, Laurent Younes, 2015, Journal of Alzheimer's disease : JAD.

Identifying Changepoints in Biomarkers During the Preclinical Phase of Alzheimer’s Disease

Michael I. Miller, Laurent Younes, Abhay Moghekar, 2019, Front. Aging Neurosci..

Quantitative Cortical Mapping of Fractional Anisotropy in Developing Rat Brains

Susumu Mori, Laurent Younes, Hao Huang, 2008, The Journal of Neuroscience.

Metric registration of curves and surfaces using optimal control

Laurent Younes, Martin Bauer, Nicolas Charon, 2018, Handbook of Numerical Analysis.

Amygdala Atrophy in MCI/Alzheimer's Disease in the BIOCARD cohort based on Diffeomorphic Morphometry.

Xiaoying Tang, Susumu Mori, Michael I Miller, 2012, Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention.

Hemodynamics in the Left Atrium and Its Effect on Ventricular Flow Patterns.

Laurent Younes, Rajat Mittal, Vijay Vedula, 2015, Journal of biomechanical engineering.

The Medial Axis

Laurent Younes, 2019, Shapes and Diffeomorphisms.

Cortical thickness atrophy in the transentorhinal cortex in mild cognitive impairment

Michael I. Miller, J. Tilak Ratnanather, Laurent Younes, 2018, NeuroImage: Clinical.

Title The diffeomorphometry of regional shape change rates and its relevance to cognitive deterioration in mild cognitive impairment and Alzheimer ' s disease Permalink

Anders M. Dale, Xiaoying Tang, Michael I. Miller, 2015 .

Morphometry of the amygdala in schizophrenia and psychotic bipolar disorder

Michael I. Miller, J. Tilak Ratnanather, Laurent Younes, 2015, Schizophrenia Research.

Deformation analysis for shape and image processing

Laurent Younes, 2003 .

Network Neurodegeneration in Alzheimer’s Disease via MRI Based Shape Diffeomorphometry and High-Field Atlasing

Michael I. Miller, Susumu Mori, J. Tilak Ratnanather, 2015, Front. Bioeng. Biotechnol..

The diffeomorphometry of regional shape change rates and its relevance to cognitive deterioration in mild cognitive impairment and Alzheimer's disease

Xiaoying Tang, Michael I Miller, Laurent Younes, 2015, Human brain mapping.

LDDMM Surface Registration with Atrophy Constraints

Michael Miller, Laurent Younes, Sylvain Arguillere, 2015, 1503.00765.

Relationship of medial temporal lobe atrophy, APOE genotype, and cognitive reserve in preclinical Alzheimer's disease

Michael I Miller, Laurent Younes, Marilyn Albert, 2015, Human brain mapping.

Computational Method for Identifying and Quantifying Shape Features of Human Left Ventricular Remodeling

Michael I. Miller, Robert G. Weiss, Katherine C. Wu, 2009, Annals of Biomedical Engineering.

Novel automated morphometric and kinematic handwriting assessment: A validity study in children with ASD and ADHD

Michael I. Miller, Mary Beth Nebel, Laurent Younes, 2017 .

Synchronous Boltzmann machines can be universal approximators

Laurent Younes, L. Younes, 1996 .

Linking white matter and deep gray matter alterations in premanifest Huntington disease

Michael I. Miller, J. Tilak Ratnanather, Laurent Younes, 2016, NeuroImage: Clinical.

The CardioVascular Research Grid ( CVRG ) Project

Michael I. Miller, Ian Foster, Donald Geman, 2012 .

Digitizing omics profiles by divergence from a baseline

Donald Geman, Laurent Younes, Luigi Marchionni, 2018, Proceedings of the National Academy of Sciences.

Multi-Modal MRI Analysis with Disease-Specific Spatial Filtering: Initial Testing to Predict Mild Cognitive Impairment Patients Who Convert to Alzheimer’s Disease

Michael I. Miller, Hangyi Jiang, Can Ceritoglu, 2011, Front. Neur..