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Publications 2011 2010 2009 2008 2007 bef 2007
 
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Publications
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Books
  • [HDR07] Clerc. M. Brain functional imaging :simulation, calibration and estimation. Habilitation à Diriger les Recherches , Nov 2007. (.bib)
  • [INFO07] Keriven, R. Programmation en C++. Cours de l'Ecole des ponts, Oct 2007. (.bib)

Book Chapters
  • [ITCMISS07] Segonne, F. Integration of Topological Constraints in Medical Image Segmentation. Biomedical Image Analysis: Methodologies and Applications, Dec 2007. (.bib)

Journals
  • [IJCV07c] Segonne, F. Active Contours Under Topology Control. Genus Preserving Level Sets. Internation Journal of Computer Vision, Sep 2007. (.bib)
  • [CGF07] Pons, J.-P. and Boissonnat, J.-D. A Lagrangian approach to dynamic interfaces through kinetic triangulation of the ambient space. Computer Graphics Forum, 26(2), p227-239, Aug 2007. (.bib)
  • [IJCV07b] Charpiat, G. and Maurel, P. and Pons, J.-P. and Keriven, R. and Faugeras, O. Generalized gradients: Priors on minimization flows. The International Journal of Computer Vision, 73(3), p325-344, Jul 2007. (.bib)
  • [IJCV07] Pons, J.-P. and Keriven, R. and Faugeras, O. Multi-view stereo reconstruction and scene flow estimation with a global image-based matching score. The International Journal of Computer Vision, 72(2), p179-193, Apr 2007. (.bib)
  • [TIP07a] Ségonne, F. and Pacheco, J. and Fischl, B. Geometrically-Accurate Topology Simplification of Triangulated Cortical Surfaces Using Non-Separating Loops. IEEE Transaction on Medical Imaging, 26(4), p518-529, Apr 2007. (.bib)
  • [TIP07b] Yu, P. and Ellen Grant, P. and Qi, Y. and Han, X. and Ségonne, F. and Pienaar, R. and Busa, E. and Pacheco, J. and Makris, N. and Buckner, R.-L and Golland, P. and Fischl, B. Cortical surface shape analysis based on spherical wavelets. IEEE Transaction on Medical Imaging, 26(4), p582-597, Apr 2007. (.bib)
  • [AS06] Audibert, J.-Y. and Tsybakov, A. Fast learning rates for plug-in classifiers. Annals of Statistics, 35(2), p608-633, 2007. (.bib)
  • [JMLR07a] Audibert, J.-Y and Bousquet, O. Combining PAC-Bayesian and generic chaining bounds . Journal of Machine Learning Research, 8, p863-889, 2007. (.bib)
  • [JMLR07b] Hein, M. and Audibert, J.-Y. and Von Luxburg, U. Graph laplacians and their convergence on random neighborhood graphs. Journal of Machine Learning Research, 8, p1325-1368, 2007. (.bib)

Top Rank Conferences (CVPR, ICCV, ECCV, ICML, COLT, NIPS, IPMI, MICCAI, AAAI, IJCAI)
  • [NIPS07] Audibert, J.-Y. Progressive mixture rules are deviation suboptimal. Advances in Neural Information Processing Systems, Vancouver, Canada, Dec 2007. (.bib)
  • [ICCV07a] Labatut, P. and Pons, J.-P. and Keriven, R. Efficient multi-view reconstruction of large-scale scenes using interest points, Delaunay triangulation and graph cuts. IEEE International Conference on Computer Vision, Rio de Janeiro, Brazil, Oct 2007. (.bib)
  • [ICCV07b] Aganj, E. and Pons, J.-P. and Ségonne, F. and Keriven, R. Spatio-temporal shape from silhouette using four-dimensional Delaunay meshing. IEEE International Conference on Computer Vision, Rio de Janeiro, Brazil, Oct 2007. (.bib)
  • [ICCV07c] Etyngier, P. and Ségonne, F. and Keriven, R. Shape priors using Manifold Learning Techniques. 11th IEEE International Conference on Computer Vision, Rio de Janeiro, Brazil, Oct 2007. (.bib)
  • [ICCV07d] Sahbi, H. and Audibert, J-Y. and Keriven, R. Graph-cut transducers for relevance feedback in content based image retrieval. the 11th IEEE International Conference on Computer Vision, Rio de Janeiro, Brazil, Oct 2007. (.bib)
  • [MICCAI2007] Etyngier, P. and Ségonne, F. and Keriven, R. Active-Contour-Based Image Segmentation using Machine Learning Techniques. 10th IEEE International Conference on Medical Image Computing and Computer Assisted Intervention, p891-899, Brisbane, Australia, Oct 2007. (.bib)
  • [MICCAI2007b] Péchaud, M. and Keriven, R. and Papadopoulo, T. and Badie, J.-M. Combinatorial Optimization for Electrode Labeling of EEG Caps. MICCAI, 10th International Conference, Brisbane, Australia, Oct 2007. (.bib)
  • [IPMI07] Pons, J.-P. and Ségonne, F. and Boissonnat, J.-D. and Rineau, L. and Yvinec, M. and Keriven, R. High-quality consistent meshing of multi-label datasets. Information Processing in Medical Imaging, 4584, p198-210, Jul 2007. (.bib)
  • [IPMI07b] Benar, C. and Clerc, M. and Papadopoulo, T. Adaptive Time-Frequency Models for Single-Trial M/EEG Analysis. Information Processing in Medical Imaging, Jul 2007. (.bib)
  • [CVPR07a] Charpiat, G. and Faugeras, O. and Keriven, R. Shape Statistics for Image Segmentation with Prior. IEEE Conference on Computer Vision and Pattern Recognition, Minneapolis, USA, Jun 2007. (.bib)
  • [CVPR07b] Pons, J.-P. and Boissonnat, J.-D. Delaunay deformable models: Topology-adaptive meshes based on the restricted Delaunay triangulation. IEEE Conference on Computer Vision and Pattern Recognition, Minneapolis, USA, Jun 2007. (.bib)
  • [ICML07] Farahmand, A. and Szepesvári, C. and Audibert, J.-Y. Manifold-adaptive dimension estimation. Proceedings of the 24th International conference on Machine Learning, Oregon , USA, Jun 2007. (.bib)
  • [IJCAI07] Grandon, C. and Chabert, G. and Neveu, B. Generalized interval projection : a new technique for consistent domain extension. IJCAI, 2007. (.bib)

Conferences
  • [NIPS07w] Farahmandand, A. and Szepesvari, C. and Audibert, J.-Y. Toward Manifold-Adaptive Learning. NIPS Workshop on Topology learning, Whistler, Canada, Dec 2007. (.bib)
  • [ALT07] Audibert, J.-Y. and Munos, R. and Szepesvari, C. Tuning bandit algorithms in stochastic environments. 18th International Conference on Algorithmic Learning Theory, Japon, Oct 2007. (.bib)
  • [ISMM07] Allène, C. and Audibert, J.-Y. and Couprie, M.and Cousty, J. and Keriven, R. Some links between min-cuts, optimal spanning forests and watersheds. Procs. 8th International Symposium on Mathematical Morphology, Rio de Janeiro, Brazil, Oct 2007. (.bib)
  • [MMBIA07] Taron, M. and Paragios, N. and Jolly, M.P. From Uncertainties to Statistical Model Building and Segmentation of the Left Ventricle. Mathematical Methods in Biomedical Image Analysis (MMBIA) , Rio de Janeiro, Brazil, Oct 2007. (.bib)
  • [NFSI07] Gramfort, A. and Clerc, M. Low dimensional representations of MEG/EEG data using laplacian eigenmaps. Proceedings of the 6th International Symposium, pProceedings of the 6th International Symposium, Oct 2007. (.bib)
  • [NFSI07b] Vallaghé, S. and Clerc, M. Conductivity estimation for EEG: what is relevant ?. Proceedings of NFSI 2007, Oct 2007. (.bib)
  • [ICIP2007] Etyngier, P. and Keriven, R. and Ségonne, F Projection Onto a Shape Manifold for Image Segmentation with Prior. 14th IEEE International Conference on Image Processing, San Antonio, Texas, US, Sep 2007. (.bib)
  • [EMBC07] Péchaud, M. and Keriven, R. and Papadopoulo, T. and Badie, J.-M. Automatic Labeling of EEG Electrodes Using Combinatorial Optimization. 29th IEEE EMBS Annual International Conference, IEEE EMBC'07, Lyon, Aug 2007. (.bib)
  • [EMBC07b] Gramfort, A. and Cottereau, B. and Clerc, M. and Thirion, B. and Baillet, S. Challenging the estimation of cortical activity from MEG with simulated fMRI-constrained retinotopic maps. Proceedings of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, p4945-4948, Lyon, Aug 2007. (.bib)
  • [EMBC07c] Jacquir, S. and Fruitet, J.and Guiraud, D. and Clerc, M. Computation of the electrical potential inside the nerve induced by an electrical stimulus. Proceedings of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society , Lyon, Aug 2007. (.bib)
  • [EMBC07d] Bénar, C. and Papadopoulo, T. and Clerc, M. Topography time-frequency atomic decomposition for event related M/EEG signals. Proceedings of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, p5461–5464, Lyon, Aug 2007. (.bib)
  • [SGP07] Eckstein, I. and Pons, J.-P. and Tong, Y. and Jay Kuo, C.C. and Desbrun, M. Generalized surface flows for mesh processing. Symposium on Geometry Processing, p183-192, Barcelona, Spain, Jul 2007. (.bib)
  • [ISNN07] Sahbi, H A Particular Gaussian Mixture Model for Clustering. the 4th International Symposium on Neural Networks, Nanjing, Jun 2007. (.bib)
  • [SPIEMI07] Kybic, J. and Faugeras, O. and Clerc, M. and Papadopoulo, T. Neural mass model parameter identification for MEG/EEG. Proceedings of SPIE Medical Imaging: Physiology, Function, and Structure from Medical Images, Jun 2007. (.bib)
  • [SSVM07] Etyngier, P. and Keriven, R. and Pons, J.-P. Towards segmentation based on a shape prior manifold. 1st International Conference on Scale Space and Variational Methods in Computer Vision, Ishia, Italy, May 2007. (.bib)
  • [ICASSP07] Sim, K.C., Byrne, W., Gales, M., Sahbi, H., and Woodland, P. Consensus Network Decoding For Statistical Machine Translation System Combination. the 32nd International Conference on Acoustics, Speech, and Signal Processing, Hawai, Apr 2007. (.bib)
  • [ISBI07] Vallaghe, S. and Clerc, M. and Badier, J.M. In vivo conductivity estimation using somatosensory evoked potentials and cortical constraint on the source. Proceedings of ISBI 2007, p1036–1039, Arlington, USA, Apr 2007. (.bib)

PhD Theses
  • [PhD07] Taron, M . Registration \& Modeling of Shapes with Uncertainties : Contributions and Applications to Knowledge Based Segmentation. ENPC, Nov 2007. (.bib)

Research Reports
  • [TSI0718] Sahbi, H. and Audibert, J-Y. and Rabarisoa, J. and Keriven, R. Context-Dependent Kernel Design for Object Matching and Recognition. TSI 2007D018, Dec 2007. (.bib)
  • [INRIA07] Clerc, M. and Kybic, J. Cortical mapping by Laplace-Cauchy transmission for electroencephalography using boundary element method. INRIA, Oct 2007. (.bib)
  • [ENPC12] Pons, J.-P. and Keriven, R. Créer des mondes virtuels. ENPC, Jun 2007. (.bib)
  • [CERTIS0736] Péchaud, M. and Keriven, R. and Papadopoulo, T/ and Badier, J.M. Combinatorial optimization for electrode labeling of EEG caps. CERTIS 07-36, May 2007. (.bib)
  • [CERTIS0732] Sahbi, H. and Etyngier, P. and Audibert, J.-Y. and Keriven, R. Graph Laplacian for Interactive Image Retrieval. CERTIS 07-32, Apr 2007. (.bib)
  • [CERTIS0733] Etyngier, P. and Keriven, R. and Ségonne, F. Projection onto manifolds, manifold denoising and application to image segmentation with non linear. CERTIS 07-33, Apr 2007. (.bib)
  • [CERTIS0734] Labatut, P. and Pons, J.-P. and Keriven, R. Voronoi Features Cut for Surface Reconstruction from Multiple Views. CERTIS 07-34, Apr 2007. (.bib)
  • [CERTIS0731] Audibert, J.-Y. and Munos, R. and Szepesvari, C. Variance estimates and exploration function in multi-armed bandit. CERTIS 07-31, Mar 2007. (.bib)
  • [CERTIS0735] Audibert, J.-Y. No fast exponential deviation inequalities for the progressive mixture rule. CERTIS 07-35, Mar 2007. (.bib)
  • [CERTIS0730] Sahbi, H. and Audibert, J.-Y. and Keriven, R. Graph-cut transducers for relevance feedback in content based image retrieval. CERTIS 07-30, Feb 2007. (.bib)
  • [CERTIS0729] Charpiat, G. and Faugeras, O. and Keriven, R. Shape Statistics for Image Segmentation with Prior. CERTIS 07-29, Jan 2007. (.bib)