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L. Younes: Couplage de l'estimation et du recuit pour
des champs de Gibbs. C. R. Acad. Sc. Paris, t. 303 , série I, No. 13 (1986). |
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L. Younes:
Estimation and annealing
for Gibbsian fields. Annales de l'Institut Henri Poincaré, vol 24 No 2 269-294 (1988)
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L. Younes:
Parameter estimation for
imperfectly observed Gibbsian fields. Prob.
Theory and Rel. fields 82, 625--645 (1989) |
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L. Younes:
Maximum likelihood estimation for Gibbs
fields. Spatial Statistics and Imaging: Proceedings of an
AMS-IMS-SIAM Joint Summer Research Conference , A. Possolo
(editor), Lecture Notes-Monograph Series, Institute of Mathematical
Statistics, Hayward, California (1991) |
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L. Younes:
Parameter estimation for imperfectly
observed Gibbs fields and some comments on Chalmond's
EM Gibssian algorithm . Proceedings of
``stochastic models, statistical methods and algorithms in image
analysis'' , Ed. P. Barone and A. Frigessi, Lecture Notes in Statistics, Springer (1992) |
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A. Frigessi,
C.-R. Hwang, L. Younes:
Optimal Spectral
Structure of Reversible Stochastic Matrices, Monte Carlo Methods and the
Simulation of Markov Random Fields, Annals of Applied probability ,
Vol 2. No 3, 610-628 (1992) |
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L. Younes:
Stochastic gradient strategies for
Markov random fields. SPIE conference on Bayesian inference for
inverse problems (1998) |
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L. Younes:
On the convergence of Markovian stochastic algorithms with rapidly
decreasing ergodicity rates Stochastics and Stochastics
Reports, 65, 177-228 (1999) |
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L. Younes:
Calibrating parameters of cost functionals in Computer vision (proceedings of
ECCV 2000) |
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R. Azencott, A. Doutriaux,
L. Younes:
Synchronous Boltzmann machines and outline based
image classification, in Proc. Int. Neural Network Conf. Paris Juil. 90 , IEEE, Kluwer
Ac. Publ., Boston
(1990) |
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R. Azencott, A. Doutriaux,
L. Younes:
Synchronous Boltzmann
machines and curve identification tasks. Network~: computations in
Neural Networks. 4 461-480 (1993) |
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L. Younes:
Synchronous Boltzmann
machines can be universal estimators Applied Mathematics Letters Vol 9 No 3 (1996) |
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L. Younes: Synchronous Image
restoration. Proceedings of the 3rd European Conference of Computer
Vision,
Stockholm
J.O. Eklundh (Ed.), Lecture Notes in Comp. Sci. 80 1, Springer Verlag
(1994) |
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L. Younes:
Learning algorithms for Boltzmann machines and extended models Proceedings
of the 12th ICPR,
Jerusalem
(1994) |
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L. Younes: Synchronous modeling
in Image analysis proceedings
du congres de l'institut international de statistique, Pekin,
1995 . |
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L. Younes:
Representation of Gibbs
fields by synchronous random fields . Markov Processes and Related
fields 2, 285-316 (1996) |
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L. Younes:
Synchronous random fields and
Image restoration. IEEE TPAMI 20, 4, 1998 |
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L. Younes:
Monte Carlo maximization of
likelihood: A convergence study (Unpublished 2000) |
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L. Younes: A distance for elastic
matching in object recognition (summary) (Comptes
Rendus de l'Académie
des Sciences ). |
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R. Azencott, F. Coldefy,
L. Younes: A distance for elastic matching in object recognition Proceedings of 12th ICPR (1996) |
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L. Younes:
Computable elastic distances between
shapes ,
SIAM
Journal of Applied Mathematics (1998) |
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L. Younes:
Optimal matching between shapes via
elastic deformations Image and Vision Computing 17, 381-389 (1999) |
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D. Béréziat, I. Herlin,
L. Younes: Motion detection methods applied
to meteorological images (1997) |
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D. Béréziat, I. Herlin,
L. Younes: Motion estimation using a volume conservation hypothesis (ICASSP 1999)
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D. Béréziat, I. Herlin,
L. Younes: A Generalized Optical Flow Constraint and its Physical Interpretation (CVPR 2000)
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V. Camion,
L. Younes: Geodesic Interpolating Splines (EMMCVPR 2001)
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M. Miller, L. Younes:
Group actions,
homeomorphisms, and matching: a general framework (International
Journal of Computer Vision, 2001) |
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A. Trouvé, L. Younes:
On a class of diffeomorphic matching problems in one dimension (SIAM
Journal on Control and Optimization)
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A.
Trouvé, L. Younes:
Diffeomorphic
matching problems in one dimension: designing and minimizing matching functionals (proceedings ECCV 2000)
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M. Miller, A. Trouve, L. Younes: On the metrics and Euler-Lagrange equations of Computational Anatomy (ARBE 2002) |
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M. F. Beg, M. Miller, A. Trouve, L. Younes: Computing metrics on anatomical shapes in computational anatomy (joint EMBS/BMES conference 2002) |
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M. F. Beg, M. Miller, A. Trouve, L. Younes: Computational anatomy: computing metrics on anatomical shapes (ISBI 2002) |
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M. Miller, A. Trouve, L. Younes: The metric spaces, Euler equations and normal image motions of computational anatomy (ICIP 2003) |
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M. F. Beg, M. Miller, A. Trouve, L. Younes:: The Euler-Lagrange equations for interpolating sequence of landmark datasets (MICCAI 2003) |
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A. Trouvé,
L. Younes: Local geometry of deformable templates
(SIAM J. Mathematical Analysis 2005)
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M.
Miller, A. Trouvé, L. Younes: Geodesic shooting for
computational anatomy (JMIV 2006) |
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A.
Trouvé, L. Younes:
Metamorphoses Through Lie Group Action
(FCM 2005).
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J. Glaunès, A.
Trouvé, L. Younes:
Diffeomorphic
matching of distributions: A new approach for unlabelled point-sets and
sub-manifolds matching (CVPR 2004). |
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L. Garcin,
L. Younes:
Geodesic Matching with Free
Extremities (JMIV 2006). |
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L. Garcin, A. Rangarajan, L. Younes:
Non-rigid
Registration of Shapes via Diffeomorphic Point
Matching (ICIP 2004). |
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P. Helm et al.: Ex Vivo 3D Diffusion Tensor Imaging and Quantification of Cardiac Laminar Structure (Magn. Res. Imag 2005) |
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P. Helm et al.: Evidence of Structural Remodeling in the Dyssynchronous Failing Heart (Circulation Research 2006) |
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L. Garcin, L. Younes:
Geodesic Image Matching: A Wavelet
Based Energy Minimization Scheme (EMMCVPR'05). |
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M. F. Beg, M. Miller, A. Trouve, L. Younes: Computing Large Deformation Metric Mappings via Geodesic Flows of Diffeomorphisms (IJCV 2005) |
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L. Younes:
Combining Geodesic Splines
and Affine Transformations (IEEE Trans. Image Processing 2006). |
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M. Vaillant, M. Miller
and A. Trouvé, L. Younes:
Statistics on Diffeomorphisms via Tangent Space Representation, Neuroimage (2005). |
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D. Holm, T. Ratnanather, A. Trouvé, L. Younes:
Soliton
Dynamics in Computational Anatomy, Neuroimage
(2005). |
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Y. Cao, M. Miller, R.
Winslow, L. Younes:
Large Deformation Diffeomorphic Metric Matching of Vector Fields, (IEEE Trans. Medical Imaging) |
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Y. Cao, M. Miller, R.
Winslow, S. Mori, L. Younes: Diffeomorphic Matching of Diffusion Tensor Images (CVPR 2005) |
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Y. Cao, M. Miller, R.
Winslow, L. Younes: Large Deformation Diffeomorphic Metric Mapping of Fiber Orientations (ICCV 2005) |
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J. Glaunès, A.
Trouvé, L. Younes:
Modeling Planar Shape
Variation via Hamiltonian Flows of Curves
(2007)
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L. Younes:
Jacobi Fields in Groups of Diffeomorphisms
and Applications (Quarterly J. of Applied Math, 2006)
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L. Wang, M.
F. Beg, J. T. Ratnanather, C. Ceritoglu, L. Younes, J. Morrisk, J.
Csernansky, M. Miller: "Large
Deformation Diffeomorphism and Momentum Based Hippocampal Shape
Discrimination in Dementia of the Alzheimer Type".
IEEE Trans. Med Imaging (2007) |
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J. Glaunes,
A. Qiu, M. Miller and L. Younes. "Large
Deformation Diffeomorphic Metric Curve Mapping".
International Journal of Computer Vision
(2008) |
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Zhang, S.,
Ratnanather, T., Younes, L. and Zweck, J. . "Diffeomorphic
surface flows: a novel method of surface evolution".
SIAM J. Applied Math (2007) |
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L. Younes,
M. Miller, A. Qiu and R. Winslow. "Transport
of Relational Structures in Groups of Diffeomorphisms".
Journal of Mathematical Imaging and
Vision (2007) |
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Hao Huang,
Akria Yamamoto, Mir Ahamed Hossain, Laurent Younes, Susumu Mori. "Quantitative
Cortical Mapping of Fractional Anisotropy in Developing Rat Brains".
Journal of Neuroscience (2007) |
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A. Qiu et al. : Combining anatomical manifold information via diffeomorphic metric mappings for studying cortical thinning of the cingulate gyrus in schizophrenia (Neuroimage 2007) |
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M. F. Beg, R. Dickie, G. Golds, L. Younes: Consistent Realignment of 3D Diffusion Tensor MRI Eigenvectors (SPIE 2007) |
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Laurent
Younes, Peter Michor, Jayant Shah and David Mumford. "A
Metric on Shape Space with Explicit Geodesics".
Atti Accad. Naz. Lincei Cl. Sci. Fis.
Mat. Natur. Rend. Lincei (9) Mat. Appl (2007) |
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Jun Ma,
Michael I. Miller Alain Trouvé and Laurent Younes. "Bayesian
template estimation in computational anatomy".
Neuroimage (2008) |
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A. Qiu, L.
Younes, M. Miller, J. 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
(2008) |
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D. Holm, A.
Trouvé and L. Younes . "The Euler
Poincare Theory of metamorphosis".
Quartely J. Applied Mathematics (2009) |
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L. Younes, F. Arrate, M. Miller: Evolutions equations in computational anatomy (Neuroimage 2009) |
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H-F. Chou
and L. Younes. "Smoothing Directional
Vector fields using dual norms".
SIAM J. Image Analysis (2008) |
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A. Qiu, M. Albert, L. Younes, M. Miller: Time sequence diffeomorphic metric mapping and parallel transport track shape changes (Neuroimage 2009) |
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A. Qiu et al. : Neuroanatomical asymmetry patterns in individuals with schizophrenia and their non-psychotic siblings (Neuroimage 2009) |
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C, Ceritoglu et al. : Multi-contrast large deformation diffeomorphic metric mapping for diffusion tensor imaging (Neuroimage 2009) |
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W, Zhong et al.: Landmark-referenced voxel-based analysis of diffusion tensor images of the brainstem white matter tracts.
Application in patients with middle cerebral artery stroke (Neuroimage 2009) |
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S. Ardekani et al.: Computational Method for Identifying and Quantifying Shape Features
of Human Left Ventricular Remodeling (Annals Biomed. Eng. 2009) |