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2020 – today
- 2024
[j56]Michele Lohr, Laurent Younes:
FineMorphs: Affine-Diffeomorphic Sequences for Regression. J. Mach. Learn. Res. 25: 245:1-245:38 (2024)- [j55]Michael I. Miller
, Alain Trouvé, Laurent Younes:
Space-feature measures on meshes for mapping spatial transcriptomics. Medical Image Anal. 93: 103068 (2024) - [j54]Thomas L. Athey, Daniel Jacob Tward, Ulrich Mueller, Laurent Younes, Joshua T. Vogelstein, Michael I. Miller:
Preserving Derivative Information while Transforming Neuronal Curves. Neuroinformatics 22(1): 63-74 (2024) - [i10]Laurent Younes:
Introduction to Machine Learning. CoRR abs/2409.02668 (2024) - 2023
- [c38]Ruiyi Zhang, Jinchi Wei, Dnyanesh Tipre, Robert G. Weiss, Laurent Younes, Siamak Ardekani:
Cardiac MRI Tagline Extraction Based on Diffeomorphic Active Contour Algorithm. FIMH 2023: 320-328 - [i9]Thomas L. Athey, Daniel Jacob Tward, Ulrich Mueller, Laurent Younes, Joshua T. Vogelstein, Michael I. Miller:
Preserving Derivative Information while Transforming Neuronal Curves. CoRR abs/2303.09649 (2023) - [i8]Michele Lohr, Laurent Younes:
FineMorphs: Affine-diffeomorphic sequences for regression. CoRR abs/2305.17255 (2023) - 2022
- [j53]Dai-Ni Hsieh, Sylvain Arguillère, Nicolas Charon, Laurent Younes:
Mechanistic Modeling of Longitudinal Shape Changes: Equations of Motion and Inverse Problems. SIAM J. Appl. Dyn. Syst. 21(1): 80-101 (2022) - [i7]Vittorio Loprinzo, Laurent Younes:
A generative neural network model for random dot product graphs. CoRR abs/2204.07634 (2022) - [i6]Michael I. Miller, Alain Trouvé, Laurent Younes:
Image Varifolds on Meshes for Mapping Spatial Transcriptomics. CoRR abs/2208.08376 (2022) - 2021
- [j52]Daniel Jacob Tward, Jun Ma, Michael I. Miller, Laurent Younes:
Corrigendum to "Robust Diffeomorphic Mapping via Geodesically Controlled Active Shapes". Int. J. Biomed. Imaging 2021: 9780202:1-9780202:1 (2021) - [j51]Qian Ke, Wikum Dinalankara, Laurent Younes, Donald Geman, Luigi Marchionni:
Efficient representations of tumor diversity with paired DNA-RNA aberrations. PLoS Comput. Biol. 17(6) (2021) - 2020
- [c37]Neil Hallonquist, Donald Geman, Laurent Younes:
Graph Discovery for Visual Test Generation. ICPR 2020: 7500-7507
2010 – 2019
- 2019
- [c36]Paul A. Yushkevich, Ahmed H. Aly, Jiancong Wang, Long Xie, Robert C. Gorman, Laurent Younes, Alison M. Pouch:
Diffeomorphic Medial Modeling. IPMI 2019: 208-220 - [c35]Dai-Ni Hsieh, Sylvain Arguillère, Nicolas Charon, Michael I. Miller, Laurent Younes:
A Model for Elastic Evolution on Foliated Shapes. IPMI 2019: 644-655 - [i5]Paul A. Yushkevich, Ahmed H. Aly, Jiancong Wang, Long Xie, Robert C. Gorman, Alison M. Pouch, Laurent Younes:
Diffeomorphic Medial Modeling. CoRR abs/1902.02371 (2019) - 2018
- [i4]Laurent Younes:
Diffeomorphic Learning. CoRR abs/1806.01240 (2018) - [i3]J. Tilak Ratnanather, Sylvain Arguillère, Kwame S. Kutten, Peter Hubka, Andrej Kral, Laurent Younes:
3D Normal Coordinate Systems for Cortical Areas. CoRR abs/1806.11169 (2018) - 2017
- [j50]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): 1195-1208 (2017) - [c34]Valentina Staneva, Laurent Younes:
Learning Shape Trends: Parameter Estimation in Diffusions on Shape Manifolds. CVPR Workshops 2017: 717-725 - [i2]Ehsan Jahangiri, Erdem Yörük, René Vidal, Laurent Younes, Donald Geman:
Information Pursuit: A Bayesian Framework for Sequential Scene Parsing. CoRR abs/1701.02343 (2017) - 2016
- [j49]Casey L. Richardson, Laurent Younes:
Metamorphosis of images in reproducing kernel Hilbert spaces. Adv. Comput. Math. 42(3): 573-603 (2016) - [j48]Rajat Mittal, Jung Hee Seo, Vijay Vedula, Young J. Choi, Hang Liu, H. Howie Huang, Saurabh Jain, Laurent Younes, Theodore Abraham, Richard T. George:
Computational modeling of cardiac hemodynamics: Current status and future outlook. J. Comput. Phys. 305: 1065-1082 (2016) - [j47]Siamak Ardekani, Saurabh Jain, Alianna Sanzi, Celia P. Corona-Villalobos, Theodore P. Abraham, M. Roselle Abraham, Stefan L. Zimmerman, Katherine C. Wu, Raimond L. Winslow, Michael I. Miller, Laurent Younes:
Shape analysis of hypertrophic and hypertensive heart disease using MRI-based 3D surface models of left ventricular geometry. Medical Image Anal. 29: 12-23 (2016) - [j46]Sylvain Arguillère, Emmanuel Trélat, Alain Trouvé, Laurent Younes:
Registration of Multiple Shapes using Constrained Optimal Control. SIAM J. Imaging Sci. 9(1): 344-385 (2016) - [j45]Sylvain Arguillère, Michael I. Miller, Laurent Younes:
Diffeomorphic Surface Registration with Atrophy Constraints. SIAM J. Imaging Sci. 9(3): 975-1003 (2016) - [c33]Xiaoying Tang, Marilyn S. Albert, Michael I. Miller, Laurent Younes:
Change Point Estimation of the Hippocampal Volumes in Alzheimer's Disease. CRV 2016: 358-361 - 2015
- [j44]Donald Geman, Stuart Geman, Neil Hallonquist, Laurent Younes:
Visual Turing test for computer vision systems. Proc. Natl. Acad. Sci. USA 112(12): 3618-3623 (2015) - [r1]Alain Trouvé, Laurent Younes:
Shape Spaces. Handbook of Mathematical Methods in Imaging 2015: 1759-1817 - 2014
- [j43]Valentina Staneva, Laurent Younes:
Modeling and Estimation of Shape Deformation for Topology-Preserving Object Tracking. SIAM J. Imaging Sci. 7(1): 427-455 (2014) - [c32]Siamak Ardekani, Geoffrey Gunter, Saurabh Jain, Robert G. Weiss, Michael I. Miller, Laurent Younes:
Estimating dense cardiac 3D motion using sparse 2D tagged MRI cross-sections. EMBC 2014: 5101-5104 - [c31]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: 223-230 - [c30]Saurabh Jain, Daniel Jacob Tward, David S. Lee, Anthony Kolasny, Timothy Brown, J. Tilak Ratnanather, Michael I. Miller, Laurent Younes:
Computational Anatomy Gateway: Leveraging XSEDE Computational Resources for Shape Analysis. XSEDE 2014: 54:1-54:6 - 2013
- [j42]David M. Simcha, Laurent Younes, Martin J. Aryee, Donald Geman:
Identification of direction in gene networks from expression and methylation. BMC Syst. Biol. 7: 118 (2013) - [j41]Daniel Jacob Tward, Jun Ma, Michael I. Miller, Laurent Younes:
Robust Diffeomorphic Mapping via Geodesically Controlled Active Shapes. Int. J. Biomed. Imaging 2013: 205494:1-205494:19 (2013) - [j40]Aastha Jain, Laurent Younes:
A kernel class allowing for fast computations in shape spaces induced by diffeomorphisms. J. Comput. Appl. Math. 245: 162-181 (2013) - [j39]Francisco Sánchez-Vega, Jason Eisner, Laurent Younes, Donald Geman:
Learning Multivariate Distributions by Competitive Assembly of Marginals. IEEE Trans. Pattern Anal. Mach. Intell. 35(2): 398-410 (2013) - [c29]Giann Gorospe, Laurent Younes, Leslie Tung, René Vidal:
A Metamorphosis Distance for Embryonic Cardiac Action Potential Interpolation and Classification. MICCAI (1) 2013: 469-476 - 2012
- [j38]Laurent Younes:
Constrained Diffeomorphic Shape Evolution. Found. Comput. Math. 12(3): 295-325 (2012) - [j37]Laurent Younes:
Spaces and manifolds of shapes in computer vision: An overview. Image Vis. Comput. 30(6-7): 389-397 (2012) - [j36]Anqi Qiu, Laurent Younes, Michael I. Miller:
Principal Component Based Diffeomorphic Surface Mapping. IEEE Trans. Medical Imaging 31(2): 302-311 (2012) - [c28]Fijoy Vadakkumpadan, Natalia A. Trayanova, Laurent Younes, Katherine C. Wu:
Left-ventricular shape analysis for predicting sudden cardiac death risk. EMBC 2012: 4067-4070 - 2011
- [j35]Sarah A. J. Reading, Kenichi Oishi, Graham W. Redgrave, Julie McEntee, Megan Shanahan, Nadine Yoritomo, Laurent Younes, Susumu Mori, Michael I. Miller, Peter C. M. van Zijl, Russell L. Margolis, Christopher A. Ross:
Diffuse Abnormality of Low to Moderately Organized White Matter in Schizophrenia. Brain Connect. 1(6): 511-519 (2011) - [j34]Jia Du, Laurent Younes, Anqi Qiu:
Whole brain diffeomorphic metric mapping via integration of sulcal and gyral curves, cortical surfaces, and images. NeuroImage 56(1): 162-173 (2011) - [j33]Erdem Yörük, Michael F. Ochs, Donald Geman, Laurent Younes:
A Comprehensive Statistical Model for Cell Signaling. IEEE ACM Trans. Comput. Biol. Bioinform. 8(3): 592-606 (2011) - [c27]Camille Vidal, Dale Beggs, Laurent Younes, Sanjay Jain, Bruno Jedynak:
Incorporating user input in template-based segmentation. ISBI 2011: 1434-1437 - [c26]Siamak Ardekani, Aastha Jain, Saurabh Jain, Theodore P. Abraham, Maria Roselle Abraham, Stefan L. Zimmerman, Raimond L. Winslow, Michael I. Miller, Laurent Younes:
Matching Sparse Sets of Cardiac Image Cross-Sections Using Large Deformation Diffeomorphic Metric Mapping Algorithm. STACOM 2011: 234-243 - 2010
- [j32]Jun Ma, Michael I. Miller, Laurent Younes:
A Bayesian Generative Model for Surface Template Estimation. Int. J. Biomed. Imaging 2010: 974957:1-974957:14 (2010) - [j31]Felipe Arrate, J. Tilak Ratnanather, Laurent Younes:
Diffeomorphic Active Contours. SIAM J. Imaging Sci. 3(2): 176-198 (2010)
2000 – 2009
- 2009
- [j30]Weihong Zhang, Xin Li, Jiangyang Zhang, Andreas R. Luft, Daniel F. Hanley, Peter C. M. van Zijl, Michael I. Miller, Laurent Younes, Susumu Mori:
Landmark-referenced voxel-based analysis of diffusion tensor images of the brainstem white matter tracts: Application in patients with middle cerebral artery stroke. NeuroImage 44(3): 906-913 (2009) - [j29]Laurent Younes, Felipe Arrate, Michael I. Miller:
Evolutions equations in computational anatomy. NeuroImage 45(1): S40-S50 (2009) - [j28]Anqi Qiu, Marilyn S. Albert, Laurent Younes, Michael I. Miller:
Time sequence diffeomorphic metric mapping and parallel transport track time-dependent shape changes. NeuroImage 45(1): S51-S60 (2009) - [j27]Can Ceritoglu, Kenichi Oishi, Xin Li, Ming-Chung Chou, Laurent Younes, Marilyn S. Albert, Constantine Lyketsos, Peter C. M. van Zijl, Michael I. Miller, Susumu Mori:
Multi-contrast large deformation diffeomorphic metric mapping for diffusion tensor imaging. NeuroImage 47(2): 618-627 (2009) - [j26]Anqi Qiu, Lei Wang, Laurent Younes, Michael P. Harms, J. Tilak Ratnanather, Michael I. Miller, John G. Csernansky:
Neuroanatomical asymmetry patterns in individuals with schizophrenia and their non-psychotic siblings. NeuroImage 47(4): 1221-1229 (2009) - [j25]Hsiao-Fang Chou, Laurent Younes:
Smoothing Directional Vector Fields Using Dual Norms. SIAM J. Imaging Sci. 2(1): 41-63 (2009) - [c25]Hsiao-Fang Chou, Laurent Younes:
Smoothing fields of frames using conjugate norms on reproducing kernel Hilbert spaces. Computational Imaging 2009: 724607 - [c24]Camille Vidal, Joshua Hewitt, Stephanie Davis, Laurent Younes, Sanjay Jain, Bruno Jedynak:
Template Registration with Missing Parts: Application to the Segmentation of M. Tuberculosis Infected Lungs. ISBI 2009: 718-721 - [c23]Siamak Ardekani, Robert G. Weiss, Albert C. Lardo, Richard T. George, Joao A. C. Lima, Katherine C. Wu, Michael I. Miller, Raimond L. Winslow, Laurent Younes:
Cardiac Motion Analysis in Ischemic and Non-Ischemic Cardiomyopathy Using Parallel Transport. ISBI 2009: 899-902 - 2008
- [j24]Joan Alexis Glaunès, Anqi Qiu, Michael I. Miller, Laurent Younes:
Large Deformation Diffeomorphic Metric Curve Mapping. Int. J. Comput. Vis. 80(3): 317-336 (2008) - [j23]Laurent Younes, Anqi Qiu, Raimond L. Winslow, Michael I. Miller:
Transport of Relational Structures in Groups of Diffeomorphisms. J. Math. Imaging Vis. 32(1): 41-56 (2008) - [j22]Anqi Qiu, Laurent Younes, Michael I. Miller:
Intrinsic and extrinsic analysis in computational anatomy. NeuroImage 39(4): 1803-1814 (2008) - [j21]Anqi Qiu, Laurent Younes, Michael I. Miller, John G. Csernansky:
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. NeuroImage 40(1): 68-76 (2008) - [j20]Jun Ma, Michael I. Miller, Alain Trouvé, Laurent Younes:
Bayesian template estimation in computational anatomy. NeuroImage 42(1): 252-261 (2008) - [j19]Sirong Zhang, Laurent Younes, John Zweck, J. Tilak Ratnanather:
Diffeomorphic Surface Flows: A Novel Method of Surface Evolution. SIAM J. Appl. Math. 68(3): 806-824 (2008) - [i1]Darryl D. Holm, Alain Trouvé, Laurent Younes:
The Euler-Poincare theory of Metamorphosis. CoRR abs/0806.0870 (2008) - 2007
- [j18]Sébastien Gadat, Laurent Younes:
A Stochastic Algorithm for Feature Selection in Pattern Recognition. J. Mach. Learn. Res. 8: 509-547 (2007) - [j17]Anqi Qiu, Laurent Younes, Lei Wang, J. Tilak Ratnanather, Sarah K. Gillepsie, Gillian Kaplan, John G. Csernansky, Michael I. Miller:
Combining anatomical manifold information via diffeomorphic metric mappings for studying cortical thinning of the cingulate gyrus in schizophrenia. NeuroImage 37(3): 821-833 (2007) - [j16]Lei Wang, Mirza Faisal Beg, J. Tilak Ratnanather, Can Ceritoglu, Laurent Younes, John C. Morris, John G. Csernansky, Michael I. Miller:
Large Deformation Diffeomorphism and Momentum Based Hippocampal Shape Discrimination in Dementia of the Alzheimer type. IEEE Trans. Medical Imaging 26(4): 462-470 (2007) - [c22]Mirza Faisal Beg, Ryan Dickie, Gregory Golds, Laurent Younes:
Consistent realignment of 3D diffusion tensor MRI eigenvectors. Medical Imaging: Image Processing 2007: 651242 - 2006
- [j15]Thomas Feldman, Laurent Younes:
Homeostatic image perception: An artificial system. Comput. Vis. Image Underst. 102(1): 70-80 (2006) - [j14]Michael I. Miller, Alain Trouvé, Laurent Younes:
Geodesic Shooting for Computational Anatomy. J. Math. Imaging Vis. 24(2): 209-228 (2006) - [j13]Laurent Garcin, Laurent Younes:
Geodesic Matching with Free Extremities. J. Math. Imaging Vis. 25(3): 329-340 (2006) - [j12]Laurent Younes:
Combining geodesic interpolating splines and affine transformations. IEEE Trans. Image Process. 15(5): 1111-1119 (2006) - [c21]Yan Cao, Michael I. Miller, Susumu Mori, Raimond L. Winslow, Laurent Younes:
Diffeomorphic Matching of Diffusion Tensor Images. CVPR Workshops 2006: 67 - [p1]Joan Alexis Glaunès, Alain Trouvé, Laurent Younes:
Modeling Planar Shape Variation via Hamiltonian Flows of Curves. Statistics and Analysis of Shapes 2006: 335-361 - 2005
- [j11]Alain Trouvé, Laurent Younes:
Metamorphoses Through Lie Group Action. Found. Comput. Math. 5(2): 173-198 (2005) - [j10]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): 139-157 (2005) - [j9]Dmitri Bitouk, Michael I. Miller, Laurent Younes:
Clutter Invariant ATR. IEEE Trans. Pattern Anal. Mach. Intell. 27(5): 817-821 (2005) - [j8]Alain Trouvé, Laurent Younes:
Local Geometry of Deformable Templates. SIAM J. Math. Anal. 37(1): 17-59 (2005) - [j7]Yan Cao, Michael I. Miller, Raimond L. Winslow, Laurent Younes:
Large deformation diffeomorphic metric mapping of vector fields. IEEE Trans. Medical Imaging 24(9): 1216-1230 (2005) - [c20]Laurent Garcin, Laurent Younes:
Geodesic Image Matching: A Wavelet Based Energy Minimization Scheme. EMMCVPR 2005: 349-364 - [c19]Stéphanie Allassonnière, Alain Trouvé, Laurent Younes:
Geodesic Shooting and Diffeomorphic Matching Via Textured Meshes. EMMCVPR 2005: 365-381 - [c18]Yan Cao, Michael I. Miller, Raimond L. Winslow, Laurent Younes:
Large Deformation Diffeomorphic Metric Mapping of Fiber Orientations. ICCV 2005: 1379-1386 - 2004
- [c17]Hongyu Guo, Anand Rangarajan, Sarang C. Joshi, Laurent Younes:
A New Joint Clustering and Diffeomorphism Estimation Algorithm for Non-Rigid Shape Matching. CVPR Workshops 2004: 16-22 - [c16]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: 712-718 - [c15]Laurent Garcin, Anand Rangarajan, Laurent Younes:
Non rigid registration of shapes via diffeomorphic point matching and clustering. ICIP 2004: 3299-3302 - [c14]Hongyu Guo, Anand Rangarajan, Sarang C. Joshi, Laurent Younes:
Non-Rigid Registration of Shapes Via Diffeomorphic Point Matching. ISBI 2004: 924-927 - [c13]Le Lu, Gregory D. Hager, Laurent Younes:
A Three Tiered Approach for Articulated Object Action Modeling and Recognition. NIPS 2004: 841-848 - 2003
- [c12]Michael I. Miller, Alain Trouvé, Laurent Younes:
The metric spaces, Euler equations, and normal geodesic image motions of computational anatomy. ICIP (2) 2003: 635-638 - [c11]Mirza Faisal Beg, Michael I. Miller, Alain Trouvé, Laurent Younes:
The Euler-Lagrange Equation for Interpolating Sequence of Landmark Datasets. MICCAI (2) 2003: 918-925 - 2002
- [c10]Mirza Faisal Beg, Michael I. Miller, Alain Trouvé, Laurent Younes:
Computational anatomy: computing metrics on anatomical shapes. ISBI 2002: 341-344 - 2001
- [j6]Michael I. Miller, Laurent Younes:
Group Actions, Homeomorphisms, and Matching: A General Framework. Int. J. Comput. Vis. 41(1/2): 61-84 (2001) - [c9]Vincent Camion, Laurent Younes:
Geodesic Interpolating Splines. EMMCVPR 2001: 513-527 - 2000
- [j5]Alain Trouvé, Laurent Younes:
On a Class of Diffeomorphic Matching Problems in One Dimension. SIAM J. Control. Optim. 39(4): 1112-1135 (2000) - [c8]Dominique Béréziat, Isabelle Herlin, Laurent Younes:
A Generalized Optical Flow Constraint and its Physical Interpretation. CVPR 2000: 487-492 - [c7]Laurent Younes:
Calibrating Parameters of Cost Functionals. ECCV (2) 2000: 212-223 - [c6]Alain Trouvé, Laurent Younes:
Diffeomorphic Matching Problems in One Dimension: Designing and Minimizing Matching Functionals. ECCV (1) 2000: 573-587
1990 – 1999
- 1999
- [j4]Laurent Younes:
Optimal matching between shapes via elastic deformations. Image Vis. Comput. 17(5-6): 381-389 (1999) - [c5]Dominique Béréziat, Isabelle Herlin, Laurent Younes:
Motion estimation using a volume conservation hypothesis. ICASSP 1999: 3385-3388 - 1998
- [j3]Laurent Younes:
Synchronous Random Fields and Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 20(4): 380-390 (1998) - [j2]Laurent Younes:
Computable Elastic Distances Between Shapes. SIAM J. Appl. Math. 58(2): 565-586 (1998) - 1997
- [j1]Robert Azencott, Jia-Ping Wang, Laurent Younes:
Texture Classification Using Windowed Fourier Filters. IEEE Trans. Pattern Anal. Mach. Intell. 19(2): 148-153 (1997) - [c4]Robert Azencott, Laurent Younes:
An Energy Minimization Method for Matching and Comparing Structured Object Representations. EMMCVPR 1997: 441-456 - 1996
- [c3]Robert Azencott, François Coldefy, Laurent Younes:
A distance for elastic matching in object recognition. ICPR 1996: 687-691 - 1994
- [c2]Laurent Younes:
Synchronous Image restoration. ECCV (2) 1994: 213-217 - [c1]Laurent Younes:
Learning algorithms for extended models of Boltzmann machines. ICPR (2) 1994: 602-604
Coauthor Index
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