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Estimation and annealing
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Parameter estimation for
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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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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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With A. Frigessi
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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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Stochastic gradient strategies for
Markov random fields. SPIE conference on Bayesian inference for
inverse problems (1998) |
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On the convergence of Markovian stochastic algorithms with rapidly
decreasing ergodicity rates Stochastics and Stochastics
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Calibrating parameters of cost functionals in Computer vision (proceedings of
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with
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Ac. Publ., Boston
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with
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Synchronous Boltzmann
machines and curve identification tasks. Network~: computations in
Neural Networks. 4 461-480 (1993) |
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Synchronous Boltzmann
machines can be universal estimators Applied Mathematics Letters Vol 9 No 3 (1996) |
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Synchronous Image
restoration. Proceedings of the 3rd European Conference of Computer
Vision, Stockholm
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Learning algorithms for Boltzmann machines and extended models Proceedings
of the 12th ICPR, Jerusalem
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Synchronous modeling
in Image analysis proceedings
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1995 . |
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Representation of Gibbs
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Synchronous random fields and
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Monte Carlo maximization of
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A distance for elastic
matching in object recognition (summary) (Comptes
Rendus de l'Académie
des Sciences ). |
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With R. Azencott
and F. Coldefy: A distance for elastic matching in object recognition Proceedings
of 12th ICPR (1996) |
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Computable elastic distances between
shapes , SIAM
Journal of Applied Mathematics (1998) |
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Optimal matching between shapes via
elastic deformations Image and Vision Computing 17, 381-389 (1999) |
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With D. Béréziat
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to meteorological images (1997) |
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With V. Camion Geodesic Interpolating Splines (EMMCVPR 2001)
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With M. Miller :
Group actions,
homeomorphisms, and matching: a general framework (International
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With A. Trouvé:
On a class of diffeomorphic matching problems in one dimension (SIAM
Journal on Control and Optimization)
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With A. Trouvé:
Diffeomorphic
matching problems in one dimension: designing and minimizing matching functionals (proceedings ECCV 2000)
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With A. Trouvé: Local geometry of deformable templates
(2002)
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With M. Miller and A. Trouvé: Geodesic shooting for
computational anatomy (2003) |
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With A. Trouvé:
Metamorphoses Through Lie Group Action
(2004). |
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With J. Glaunès and A.
Trouvé:
Diffeomorphic
matching of distributions: A new approach for unlabelled point-sets and
sub-manifolds matching (2004). |
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With L. Garcin:
Geodesic Matching with Free
Extremities (MIA 2004). |
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With L. Garcin and A.
Rangarajan:
Non-rigid
Registration of Shapes via Diffeomorphic Point
Matching (ICIP 2004). |
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With L. Garcin:
Geodesic Image Matching: A Wavelet
Based Energy Minimization Scheme (EMMCVPR'05). |
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Combining Geodesic Splines
and Affine Transformations (to appear in IEEE Trans. Image Processing). |
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With M. Vaillant, M. Miller
and A. Trouvé:
Statistics on Diffeomorphisms via Tangent Space Representation, Neuroimage (2005). |
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With D. Holm, T. Ratnanather
and A. Trouvé:
Soliton
Dynamics in Computational Anatomy, Neuroimage
(2005). |
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With Y. Cao, M. Miller and R.
Winslow:
Large Deformation Diffeomorphic Metric Matching of Vector Fields, (IEEE Trans. Medical Imaging) |
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With J. Glaunès and A.
Trouvé:
Modeling Planar Shape
Variation via Hamiltonian Flows of Curves
(2005) |
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Jacobi Fields in Groups of Diffeomorphisms
and Applications (to appear in Quarterly J. of Applied Math.)
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