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Books
  • [HDR06] Keriven, R. Formes et Optimisation en Vision par Ordinateur. Méthodes et Applications. Habilitation à Diriger les Recherches UMLV, Jun 2006. (.bib)
  • [HMMCV06] Paragios, N. and Chen, Y. and Faugeras, O. The Handbook of Mathematical Models in Computer Vision. Springer, 2006. (.bib)
  • [VGLSM05] Paragios, N. and Faugeras, O. and Chan, T. and Schnorr, C. Proceedings of the Workshop on Variational, Geometricand Level Set Methods in Computer Vision. LNCS 3572, 2005. (.bib)
  • [GLSMIVG03] Osher and Paragios Geometric Level Set Methods in Imaging, Vision and Graphics. Springer, 2003. (.bib)
  • [VLSM03] Faugeras and Paragios Proceedings of the Workshop on Variational, Geometric and Level Set Methods. INRIA, 2003. (.bib)
  • [INFOX86] Keriven, R. Corrigés de l'épreuve d'Informatique de l'Ecole Polytechnique. Ellipses, 1986. (.bib)

Book Chapters
  • [HMMCV06a] Pons, J.-P. and Keriven, R. and Faugeras, O. Modelling non-rigid dynamic scenes from multi-view image sequences. Mathematical Models in Computer Vision: The Handbook. N. Paragios, Y. Chen and O. Faugeras Eds, Springer, 2006. (.bib)
  • [HMMCV06b] Paragios, N. Curve Propagation, Level Set Methods & Grouping. Mathematical Models in Computer Vision: The Handbook. N. Paragios, Y. Chen and O. Faugeras Eds, Springer, 2006. (.bib)
  • [SAS06a] Charpiat, G. and Faugeras, O. and Keriven, R. and Maurel, P. Approximations of shape metrics and application to shape warping and empirical shape statistics. Statistics and Analysis of Shapes. H. Krim and A. Yezzi Eds, Springer, 2006. (.bib)
  • [SAS06b] Paragios, N. and Taron, M. and Huang, X. and Rousson & D. Metaxas, M. On the Representation of Shapes Using Implicit Functions. Statistics and Analysis of Shapes. H. Krim and A. Yezzi Eds, Springer, 2006. (.bib)
  • [GLSMIVG03a] Paragios and Deriche Variational Principles in Optical Flow Estimation and Tracking. Geometric Level Set Methods in Imaging, Vision and Graphics. Osher and Paragios Eds., 2003. (.bib)
  • [GLSMIVG03b] Paragios and Rousson Shape Analysis Towards Model-based Segmentation. Geometric Level Set Methods in Imaging, Vision and Graphics. Osher and Paragios Eds., 2003. (.bib)
  • [GLSMIVG03c] Faugeras, O. and Gomes, J. and Keriven, R. Variational Principles in Computational Stereo. Geometric Level Set Methods in Imaging, Vision and Graphics. Osher and Paragios Eds., 2003. (.bib)
  • [PhD97chapter] Keriven, R. 3D curve geometric flows. Equations aux Dérivées Partielles, Evolutions de Courbes et de Surfaces et Espaces d'Echelle: Applications à la Vision par Ordinateur, Dec 1997. (.bib)

Journals
  • [JCP06] Pons, J.-P. and Hermosillo, G. and Keriven, R. and Faugeras, O. Maintaining the point correspondence in the level set framework. Journal of Computational Physics, 220(1), p339-354, Dec 2006. (.bib)
  • [IJCV06] Juan, O. and Keriven, R. and Postelnicu, G. Stochastic Motion and the Level Set Method in Computer Vision: Stochastics Active Contours. International Journal of Computer Vision, 69(1), p7-25, Aug 2006. (.bib)
  • [LaRecherche06] Keriven, R. Augmenter la réalité. La Recherche, 398, Jun 2006. (.bib)
  • [NeuroImage06] Desikan, R. and Ségonne, F. and Fischl, B. and Quinn, B.T. and Dickerson, B.C. and Blacker, D. and Buckner, R.L. and Dale, A.M. and Hyman, B.T. and Albert, M.S. and Killiany, R.J. An Automated Labeling System for Subdividing the Human Cerebral Cortex on MRI Scans into Gyral Based Regions of Interest. NeuroImage, Jun 2006. (.bib)
  • [PMB06] Kybic, J. and Clerc, M. and Faugeras, O. and Keriven, R. and Papadopoulo, T. Generalized head models for MEG/EEG: BEM beyond nested volumes. Physics in Medecine and Biology, 51, p1333-1346, Mar 2006. (.bib)
  • [IJCGA06] Jermann, C. and Trombettoni, G. and Neveu, B. and Mathis, P. Decomposition of geometric constraint systems : a survey . International journal of computational geometry and applications, 2006. (.bib)
  • [FOCM05] Charpiat, G. and Faugeras, O. and Keriven, R. Approximations of shape metrics and application to shape warping and empirical shape statistics. Foundations of Computational Mathematics, Feb 2005. (.bib)
  • [TMI05] Abboud, T. and Clerc, M. and Faugeras, O. and Keriven, R. and Kybic, J. and Papadopoulo, T. Integral Formulations for the EEG Problem. IEEE Transactions on Medical Imaging, Jan 2005. (.bib)
  • [PMB05] Kybic, J. and Clerc, M. and Faugeras, O. and Keriven, R. and Papadopoulo, T. Fast multipole acceleration of the MEG/EEG boundary element method. Physics in Medecine and Biology, 50, p4695-4710, 2005. (.bib)
  • [B04] Audibert, J.-Y. Aggregated estimators and empirical complexity for least square regression. Annales de l'Institut Henri Poincare (B) Probability and Statistics, 40(6), p685-736, Nov 2004. (.bib)
  • [Neuroimage04b] Fischl, B. and Salat, D.H. and Van der Kouwe, A. and Makris, N. and Ségonne, F. and Dale, A.M Sequence-Independant Segmentation of Magnetic Resonance Images. NeuroImage, 23(S1), pS69-S84, Apr 2004. (.bib)
  • [TCA04] Cancès, E. and Keriven, R. and Lodier, F and Savin, A. How electrons guard the space: shape optimization with probability distribution criteria. Theoretical Chemistry Accounts: Theory, Computation and Modeling, 111(2-6), p373-380, Mar 2004. (.bib)
  • [BIOEM04] L. M. Angelone, A. Potthast, F. Ségonne, S. Iwaki, J. Belliveau, G. Bonmassar Metallic Electrodes and Leads in Simulation EEG-MRI: Specific Absoption Rate (SNR) Simulation Studies. Bioelectromagnetics, 25(4), 2004. (.bib)
  • [CC04] Fischl, B. and Van der Kouwe, A. and Destrieux, C. and Halgren, E. and Ségonne, F. and Salat, D.H. and Busa, E. and Seidman, L.J. and Goldstein, J. and Kennedy, D. and Caviness, V. and Makris, N. and Rosen, B. and Dale, A.M. Automatically Parcellating the Human Cerebral Cortex. Cerebral Cortex, 14, pnov-22, 2004. (.bib)
  • [CVIU04] Paragios and Deriche Geodesic Active Regions and Level Set Methods for Motion Estimation and Tracking. Computer Vision and Image Understanding, 2004. (.bib)
  • [Neuroimage04] Faugeras, O. and Adde, G. and Charpiat, G. and Chefd'Hotel, C. and Clerc, M. and Deriche, R. and Hermosillo, G. and Keriven, R. and Kornprobst, P. and Kybic, J. and Lenglet, C. and Lopez-Perez, L. and Papadopoulo, T. and Pons, J.-P. and Ségonne, F. and Thirion, B. and Tschumperlé, D. and Viéville, T. and Wotawa, N. Variational, geometric and statistical methods for modeling brain anatomy and function. NeuroImage, 23(S1), pS46-S55, 2004. (.bib)
  • [Neuroimage04c] Ségonne, F. and Dale, A.M. And Busa, E. and Glessner, M. And Salat, D. And Hahn, H. K. and Fischl, B. A Hybrid Approach to the Skull Stripping Problem in MRI. NeuroImage, 22, p1160-1175, 2004. (.bib)
  • [PAMI04] Paragios and Mellina-Gottardo and Ramesh Gradient Vector Flow Fast Geometric Active Contours. IEEE Transactions on Pattern Analysis and Machine Intelligence, p402-407, 2004. (.bib)
  • [TMI03] Paragios . Method for the E/MEG Problem, Jun 2003. (.bib)
  • [CVIU03] Paragios and Rousson and Ramesh Distance Transforms for Non-Rigid Registation. Computer Vision and Image Understanding, 23, p142-165, 2003. (.bib)
  • [PAMI02] Clerc, M. and Mallat, S. The Texture Gradient Equation for recovering Shape from Texture. IEEE Transactions on Pattern Analysis and Machine Intelligence, 24(4), p536-549, Apr 2002. (.bib)
  • [MIA01] Lorigo, L.M. and Faugeras, O.D. and Grimson, W.E.L and Keriven, R. and Kikinis, R. and Nabavi, A. and Westin, C-F. CURVES: Curve Evolution for Vessel Segmentation. Medical Image Analysis, 5, p195-206, 2001. (.bib)
  • [AOS00] Clerc, M. and Mallat, S. Estimating Deformations of Stationary Processes. Annals of Statistics, 2000. (.bib)
  • [LaRecherche99] Keriven, R. La vision informatique du relief. La Recherche, 1(318), p36-40, Mar 1999. (.bib)
  • [SCT99] Clerc, M. and Mallat, Stéphane Shape from Texture and Shading with Wavelets. Progress in Systems and Control Theory, 25, p394-417, 1999. (.bib)
  • [TIP98] Keriven, R. and Faugeras, O. Variational principles, surface evolution, PDEs, level set methodsand the stereo problem. IEEE Transactions on Image Processing, 7(3), p336-344, Mar 1998. (.bib)

Top Rank Conferences (CVPR, ICCV, ECCV, ICML, COLT, NIPS, IPMI, MICCAI, AAAI, IJCAI)
  • [COLT06] Audibert, J.-Y. A randomized online learning algorithm for better variance control. 19th annual conference on learning theory, Pittsburg, Jun 2006. (.bib)
  • [CVPR06] Prados, E. and Lenglet, C. and Pons, J.-P. and Wotawa, N. and Deriche, R. and Faugeras, O. and Soatto, S. Control theory and fast marching methods for brain connectivity mapping. IEEE Conference on Computer Vision and Pattern Recognition, 1, p1076-1083, New-York, USA, Jun 2006. (.bib)
  • [ICCV05a] Charpiat, G. and Keriven, R. and Pons, J.-P. and Faugeras, O. Designing spatially coherent minimizing flows for variational problems based on active contours. 10th International Conference on Computer Vision, 2, p1403-1408, Beijing, China, Oct 2005. (.bib)
  • [ICCV05b] Charpiat, G. and Keriven, R. and Faugeras, O. Image statistics based on diffeomorphic matching. 10th International Conference On Computer Vision, Beijing, Oct 2005. (.bib)
  • [ICCV05c] Taron, M. and Paragios, N. and Jolly, M.-P. Modelling Shapes with Uncertainties : Higher Order Polynomials, Variable Bandwidth Kernels and Non-Parametric Density Estimation. 10th International Conference On Computer Vision, Beijing, Oct 2005. (.bib)
  • [ICML05] Hein, M. and Audibert, J.-Y. Intrinsic dimensionality estimation of submanifolds in R^d. 22nd International Conference on Machine Learning, Aug 2005. (.bib)
  • [COLT05] Hein, M. and Audibert, J.-Y. and Von Luxburg, U. From graphs to manifolds - weak and strong pointwise consistency of graph Laplacians. Conference on Learning Theory, Jun 2005. (.bib)
  • [CVPR05b] Pons, J.-P. and Keriven, R. and Faugeras, O. Modelling dynamic scenes by registering multi-view image sequences. IEEE Conference on Computer Vision and Pattern Recognition, 2, p822-827, San Diego, USA, Jun 2005. (.bib)
  • [CVPR05a] Lim, S. and Mittal, A. and Davis, L. and Paragios, N. Fast Illumination-invariant Background Subtraction using Two Views: Error Analysis, Sensor Placement and Applications. IEEE Conference in Computer Vision and Pattern Recognition, 2005. (.bib)
  • [IPMI05] Ségonne, F. and Grimson, E. and Fischl, B. A Genetic Algorithm for the Topology Correction of Cortical Surfaces. International Conference on Information Processing in Medical Imaging, 2005. (.bib)
  • [MICCAI05a] Florin, C. and Paragios, N. and Williams, J. Particle Filters, a Quasi-Monte Carlo solution for segmentation of coronaries. International Conference on Medical Image Computing and Computer Assisted Intervention, 2005. (.bib)
  • [MICCAI05b] Coupé, P. and Hellier, P. and Azzabou, N. and Barillot, C. 3D Freehand Ultrasound Reconstruction based on Probe Trajectory. International Conference on Medical Image Computing and Computer Assisted Intervention, 2005. (.bib)
  • [CVPR04] Mittal and Paragios Motion-Based Background Subtraction using Adaptive Kernel Density Estimation. IEEE Conference in Computer Vision and Pattern Recognition, Washington DC, Jun 2004. (.bib)
  • [MICCAI04a] Pons, J.-P. and Faugeras, O. and Keriven, R. Area preserving cortex unfolding. International Conference on Medical Image Computing and Computer Assisted Intervention, 1, p376-383, Saint-Malo, France, 2004. (.bib)
  • [MICCAI04b] Taron, M. and Paragios, N. and Jolly, M.P. Border Detection on Short Axis Echocardiographic Views Using a Region based Ellipse-Driven framework. International Conference on Medical Image Computing and Computer Assisted Intervention, 2004. (.bib)
  • [MICCAI04c] Florin, C. and Moreau-Gobard, R. and Williams, J. Automatic heart peripheral vessels segmentation based on a normal MIP ray casting technique. International Conference on Medical Image Computing and Computer Assisted Intervention, 2004. (.bib)
  • [MICCAI04d] Rousson and Paragios and Deriche Implicit Active Shape Models for 3D Segmentation in MR Imaging. International Conference on Medical Image Computing and Computer Assisted Intervention, 2004. (.bib)
  • [NIPS04] Audibert, J.-Y. PAC-Bayesian Generic Chaining. Advances in Neural Information Processing Systems, 2004. (.bib)
  • [MICCAI03a] Paragios User and Computer-aided Boundary Delineation through the Propagation of Implicit Surfaces. International Conference on Medical Image Computing and Computer Assisted Intervention, Montreal, Nov 2003. (.bib)
  • [MICCAI03b] Huang and Paragios and Metaxas Establishing Local Correspondences towards Compact Representations of Anatomical Structures. International Conference on Medical Image Computing and Computer Assisted Intervention, Montreal, Nov 2003. (.bib)
  • [MICCAI03c] Ségonne, F. and Grimson, E. and Fischl, B. Topological Correction of Subcortical Segmentation. International Conference on Medical Image Computing and Computer Assisted Intervention, Montreal, Nov 2003. (.bib)
  • [ICCV03a] Pons, J.-P. and Keriven, R. and Faugeras, O. and Hermosillo, G. Variational stereovision and 3D scene flow estimation with statistical similarity measures. 9th International Conference On Computer Vision, 2, p597-602, Nice, France, Oct 2003. (.bib)
  • [ICCV03b] Pons, J.-P. and Hermosillo, G. and Keriven, R. and Faugeras, O. How to deal with point correspondences and tangential velocities in the level set framework. 9th International Conference on Computer Vision, 2, p894-899, Nice, France, Oct 2003. (.bib)
  • [ICCV03c] Monnet and Mittal and Paragios and Ramesh Background Modeling and Subtraction of Dynamic Scenes. 9th International Conference on Computer Vision, Nice, Oct 2003. (.bib)
  • [IPMI03] Adde, G. and Clerc, M. and Faugeras, O. and Keriven, R. and Kybic, J. and Papadopoulo, T. Symmetric BEM Formulation for the M/EEG Forward Problem. International Conference on Information Processing in Medical Imaging, Ambleside, Jul 2003. (.bib)
  • [IJCAI03] Jermann, C and Neveu, B and Trombettoni, G Algorithms for Identifying Rigid Subsystems in Geometric Constraint Systems. Int Joint Conference on Artificial Intelligence, Acapulco, 2003. (.bib)
  • [ECCV02] Clerc, M. Wavelet-Based Correlation for Stereopsis. ECCV, Apr 2002. (.bib)
  • [CVPR00] Lorigo, L.M. and Faugeras, O.D. and Grimson, W.E.L and Keriven, R. and Kikinis, R. and Nabavi, A. and Westin, C-F Co-dimension 2 geodesic active contours for the segmentation of tubular structures. IEEE Conference in Computer Vision and Pattern Recognition, Jun 2000. (.bib)
  • [ICCV99c] Clerc, M. and Mallat, S. Shape from Texture through Deformations. 7th International Conference on Computer Vision, Corfu, Sep 1999. (.bib)
  • [IPMI99] Lorigo, L.M. and Faugeras, O.D. and Grimson, W.E.L and Keriven, R. and Kikinis, R. and Westin, C-F Co-dimension 2 geodesic active contours for mra segmentation. International Conference on Information Processing in Medical Imaging, Jun 1999. (.bib)
  • [MICCAI98] Lorigo, L.M. and Faugeras, O.D. and Grimson, W.E.L and Keriven, R. and Kikinis, R. Segmentation of bone in clinical knee mri using texture-based geodesic active contours. International Conference on Medical Image Computing and Computer Assisted Intervention, Oct 1998. (.bib)
  • [ECCV98] Keriven, R. and Faugeras, O. Complete dense stereovision using level set methods. 5th European Conference on Computer Vision, 1998. (.bib)
  • [IJCAI97] Trombettoni, G. and Neveu, B. Computational Complexity of Multi-way, Dataflow Constraint Problems. IJCAI, Nagoya, Aug 1997. (.bib)

Conferences
  • [NIPS06w] Audibert, J.-Y. and Munos, R. and Szepesvari, C. Use of variance estimation in the multi-armed bandit problem. NIPS Workshop on on-line trading of exploration and exploitation, Vancouver, Dec 2006. (.bib)
  • [NeuroComp06] Chariot, A. and Keriven, R. and Brette, R. Simulation rapide de modèles de neurones impulsionnels sur carte graphique. 1ère conférence francophone de neurosciences computationnelles, Pont-à-Mousson, Oct 2006. (.bib)
  • [BIOMAG06a] Bénar, C. and Papadopoulo, T. and Clerc, M. Topography-time-frequency models for single-event M/EEG analysis. World Conference on Biomagnetism, Vancouver, Aug 2006. (.bib)
  • [BIOMAG06b] Papadopoulo, T. and Vallaghé, S. and Clerc, M. Implicit meshes for MEG/EEG. Forward problem with 3D finite element method. World Conference on Biomagnetism, Vancouver, Aug 2006. (.bib)
  • [ICPR06a] Etyngier, P. and Paragios, N. and Keriven, R. and Genc, Y. and Audibert, J.-Y. Radon space and Adaboost for Pose Estimation. 18th International Conference on Pattern Recognition, Hong-Kong, Aug 2006. (.bib)
  • [ICPR06b] Dupont, R. and Juan, O. and Keriven, R. Robust Segmentation of Hidden Layers in Video Sequences. 18th International Conference on Pattern Recognition, Hong-Kong, Aug 2006. (.bib)
  • [ICPR06c] Maurel, P. and Keriven, R. and Faugeras, O. Reconciling landmarks and level sets. 18th International Conference on Pattern Recognition, Hong-Kong, Aug 2006. (.bib)
  • [ICPR06d] Allène, C. and Paragios, N. Image Renaissance Using Discrete Optimization. 18th International Conference on Pattern Recognition, Hong-Kong, Aug 2006. (.bib)
  • [ICPR06e] Taron, M. and Ghys, C. and Paragios, N. Uncertainties-driven Surface Morphing: The case of Photo-realistic Transitions between Facial Expressions. 18th International Conference on Pattern Recognition, Hong-Kong, Aug 2006. (.bib)
  • [ICPR06f] Yu, P. and Han, X. and Ségonne, F. and Liu, A.K. and Poldrack, R.A and Golland, P. and Fischl, B. Shape-based discrimination and classification of cortical surface. 18th International Conference on Pattern Recognition, Hong-Kong, Aug 2006. (.bib)
  • [BMVC06] Boffy, A. and Tsin, Y. and Genc, Y. Real-Time Feature Matching using Adaptive and Spatially Distributed Classification Trees. British Machine Vision Conference, Edimburg, Jul 2006. (.bib)
  • [3DPVT06a] Labatut, P. and Keriven, R. and Pons, J.-P. Fast level set multi-view stereo on graphics hardware. 3rd International Symposium on 3D Data Processing, Visualization and Transmission, p774-781, Chapell Hill, USA, Jun 2006. (.bib)
  • [3DPVT06b] Mairal, J. and Keriven, R. and Chariot, A. Fast and efficient dense variational stereo on GPU. 3rd International Symposium on 3D Data Processing, Visualization and Transmission, Chapell Hill, USA, Jun 2006. (.bib)
  • [HBM06a] Vallaghé, S. and Badier, J.-M. and Clerc, M. Simultaneous estimation of single dipolar source and head tissue conductivities. Human Brain Mapping, Florence, Jun 2006. (.bib)
  • [HBM06b] Bénar, C. and Papadopoulo, T. and Clerc, M. Time-frequency-topography adaptive templates for single-trial MEG/EEG analysis. Human Brain Mapping, Florence, Jun 2006. (.bib)
  • [HBM06c] Clerc, M. and Leblond, J. and Marmorat, J.-P. and Baratchart, L. EEG source localization by best approximation of functions. Human Brain Mapping, Florence, Jun 2006. (.bib)
  • [MMBIA06] Yu, P. and Han, X. and Ségonne, F. and Buckner, R.L. and Pienaar, R. and Golland, P. and Grant P.E. and Fischl, B. Cortical surface shape analysis based on spherical wavelet transformation. Mathematical Methods in Biomedical Image Analysis, New-York, Jun 2006. (.bib)
  • [SGP06] Pons, J.-P. and Boissonnat, J.-D. A Lagrangian approach to dynamic interfaces through kinetic triangulation of the ambient space. Eurographics Symposium on Geometry Processing, Cagliari, Italy, Jun 2006. (.bib)
  • [GPUICCS06a] Labatut, P. and Keriven, R. and Pons, J.-P. A GPU implementation of level set multiview stereo. International Conference on Computational Science. Workshop on General Purpose Computation on Graphics Hardware (GPGPU): Methods, algorithms and applications, p212-219, Readings, UK, May 2006. (.bib)
  • [GPUICCS06b] Bernhard, F. and Keriven, R. Spiking neurons on GPUs. International Conference on Computational Science. Workshop General purpose computation on graphics hardware (GPGPU): Methods, algorithms and applications, Readings, UK, May 2006. (.bib)
  • [ICASSP06] Charpiat, G. and Faugeras, O. and Keriven, R. and Maurel, P. Distance-based Shape statistics. 31st International Conference on Acoustics, Speechand Signal Processing, May 2006. (.bib)
  • [RFIA06] Dupont, R. and Paragios, N. and Keriven, R. and Fuchs, P. Extraction de couches de même mouvement via des techniques combinatoires. 15ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, Tour, May 2006. (.bib)
  • [HBM06] Fennema-Notestine, C., Ozyurt, I. B., Clark, C. P., Morris, S., Bischoff-Grethe, A., Bondi, M. W., Jernigan, T. L., Fischl, B., Ségonne, F., Shattuck, D. W., Leahy, R. M., Rex, D. E., Toga, A. W., Zou, K. H., Morphometry BIRN, and Brown, G. G. Quantitative Evaluation of Automated Skull-Stripping Methods Applied to Contemporary and Legacy Images: Effects of Diagnosis, Bias Correction, and Slice Location. Human Brain Mapping, Mar 2006. (.bib)
  • [CP06] Neveu, B. and Chabert, G. and Trombettoni, G. When interval analysis helps interblock backtracking. 12th international conference on principles and pratice of constraint programming, 2006. (.bib)
  • [EMMCVPR05] Dupont, R. and Paragios, N. and Keriven, R. and Fuchs, P. Extraction of layers of similar motion through combinatorial techniques. International Workshop On Energy Minimization Methods in Computer Vision and Pattern Recognition, Nov 2005. (.bib)
  • [CVBIA05a] Florin, Charles and Williams, James and Khamene, Ali and Paragios, Nikos Registration of 3D angiographic and X-ray images using Sequential Monte Carlo sampling. ICCV Workshop on Computer Vision for Biomedical Image Applications, Beijing, Oct 2005. (.bib)
  • [CVBIA05b] Ségonne, F. and Pons, J.-P. and Grimson, E. and Fischl, B. A novel level set framework for the segmentation of medical images under topology control. ICCV Workshop on Computer Vision for Biomedical Image Applications, p135-145, Beijing, China, Oct 2005. (.bib)
  • [VLSM05a] Taron, M. and Paragios, N. and Jolly, M-P. Uncertainty-driven Non-parametric Knowledge-based Segmentation: The Corpus Callosum Case. IEEE Workshop on Variational, Geometric and Level Set Methods, Beijing, Oct 2005. (.bib)
  • [VLSM05b] Karantzalos, K. and Paragios, N. Implicit Free-Form-Deformations for multi-frame Segmentation and Tracking. IEEE Workshop on Variational, Geometric and Level Set Methods, Beijing, Oct 2005. (.bib)
  • [VLSM05c] Juan, Olivier and Keriven, Renaud Trimap Segmentation for Fast and User-Friendly Alpha Matting. IEEE Workshop on Variational, Geometric and Level Set Methods, Beijing, Oct 2005. (.bib)
  • [ESAIM05] M. Clerc, J.-M. Badier, G. Adde, J. Kybic and T. Papadopoulo Boundary Element formulation for Electrical Impedance Tomography. ESAIM, Aug 2005. (.bib)
  • [3DIM05] Dupont, R. and Fuchs, P. and Keriven, R. An Improved Calibration Technique for Coupled Single-Row Telemeter and CCD Camera. 3-D Digital Imaging and Modeling, 2005. (.bib)
  • [HBM05] Yu, P. and Ségonne, F. and Han, X. and Fischl, B. Shape Analysis of Neuroanatomical Structures Based on Spherical Wavelets. Human Brain Mapping, Toronto, 2005. (.bib)
  • [ICIP05] Karantzalos, K. and Paragios, N. Higher Order Polynomials, Free Form Deformations and Optical Flow Estimation. IEEE International Conference on Image Processing, 2005. (.bib)
  • [NFSI05] Adde, G. and Clerc, M. and Keriven, R. Imaging Methods for MEG/EEG Inverse Problem. Symposium on Noninvasive Functional Source Imaging, 2005. (.bib)
  • [SS05] Paragios, N. and Jolly, M.-P. and Taron, M. and Ramaraj, R. Active Shape Models & Segmentation of the Left Ventricle in Echocardiography. International Conference on Scale Space Theories and PDEs methods in Computer Vision, 2005. (.bib)
  • [ICIP04] Lim and Mital and Davis and Paragios Uncalibrated stereo rectification for automatic 3D surveillance. IEEE International Conference on Image Processing, Singapore, Oct 2004. (.bib)
  • [HBM04] Wotawa, N. and Pons, J.-P. and Lopez, L. and Adde, G. and Deriche, R. and Faugeras, O. fMRI data smoothing constrained to the cortical surface: A comparison of the level-set and mesh-based approaches. Human Brain Mapping, Budapest, Hungary, Jun 2004. (.bib)
  • [ISBI04] Paragios Variational Methods and Partial Differential Equations in Cardiac Image Analysis. IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Arlington, USA, Apr 2004. (.bib)
  • [RFIA04] Deriche, R. and Fua, P. and Keriven, R. and Le Jeune, F. Hand tracking and applications to French Sign Language. 14ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, Toulouse, 2004. (.bib)
  • [VLSM03a] Juan, O. and Keriven, R. and Postelnicu, G. Stochastic mean curvature motion in computer vision: Stochastics active contours. 2nd IEEE Workshop on Variational, Geometric and Level Set Methods in Computer Vision, Nice, Oct 2003. (.bib)
  • [VLSM03b] Rong and Paragios and Metaxas Implicit Representations towards Recovery and Reconstruction of Motion Layers. 2nd IEEE Workshop on Variational, Geometric and Level Set Methods in Computer Vision, Nice, Oct 2003. (.bib)
  • [ICIP03] Charpiat, G. and Faugeras, O. and Keriven, R. Shape Metrics,Warping and Statistics. International Conference on Image Processing, Barcelona, Sep 2003. (.bib)
  • [IWOR03] Charpiat, G. and Faugeras, O. and Keriven, R. Shape warping and statistics. International Workshop on Object Representation for Computer Vision, Sicily, Sep 2003. (.bib)
  • [NFSI03] Adde, G. and Clerc, M. and Keriven, R. and Kybic, J. Anatomy-based regularization for the inverse MEEG problem. 4th International Symposium on Noninvasive Functional Source Imaging within the human brain and heart, Chieti, Sep 2003. (.bib)
  • [NFSI03b] Jan Kybic and Maureen Clerc Symmetric BEM and Multiscale Fast Multipole. 4th International Symposium on Noninvasive Functional Source Imaging within the human brain and heart, Ambleside, Sep 2003. (.bib)
  • [PRCV03] Charpiat, G. and Faugeras, O. and Keriven, R. Shape metrics, warping and statistics. Pattern Recognition and Computer Vision Colloquium, Prague, Apr 2003. (.bib)
  • [COCOS03] Jermann, C and Neveu, B and Trombettoni, G Inter-Block Backtracking: Exploiting the Structure in Continuous CSPs. 2nd International Workshop on Global Constrained Optimization and Constraint Satisfaction, Lausanne, 2003. (.bib)
  • [CP03] Neveu, B and Trombettoni, G INCOP: An Open Library for INcomplete Combinatorial OPtimization. Principles and Practice of Constraint Programming, Cork, 2003. (.bib)
  • [CPAIOR03] Neveu, B and Trombettoni, G When Local Search Goes with the Winners. 5th Int. Workshop on Integration of AI and OR techniques in Constraint Programming for Combinatorial Optimisation Problems, Montreal, 2003. (.bib)
  • [JNPC03a] Neveu, B and Trombettoni, G Hybridation de GWW avec de la recherche locale. 9e Journées Nationales sur la résolution pratique de Problèmes NP-Complets, Amiens, 2003. (.bib)
  • [JNPC03b] Jermann, C and Neveu, B and Trombettoni, G Algorithmes pour la détection de rigidités dans les CSP géométriques. 9e Journées Nationales sur la résolution pratique de Problèmes NP-Complets, Amiens, 2003. (.bib)
  • [TEXT02] Clerc, M. Weak homogeneity for Shape from Texture. TEXTURE02, Apr 2002. (.bib)
  • [ADG02] Jermann, C and Neveu, B and Trombettoni, G A new structural rigidity for geometric constraints systems. Fourth International Workshop on Automated Deduction in Geometry, Linz, 2002. (.bib)
  • [BIOMAG02] Clerc, M. and Dervieux, A. and Faugeras, O. and Keriven, R. and Kybic, Jan and Papadopoulo, T. Comparison of BEM and FEM methods for the E/MEG problem. Biomag, Jena, 2002. (.bib)
  • [ECAI02] Prcovic, N and Neveu, B Progressive Focusing Search. 15th European Conference on Artificial Intelligence, Lyon, 2002. (.bib)
  • [GTMG02] Jermann, C and Neveu, B and Trombettoni, G De la rigidité structurelle. Groupe de travail en modélisation géométrique, Nantes, 2002. (.bib)
  • [HBM02] Clerc, M. and Faugeras, O. and Keriven, R. and Kybic, Jan and Papadopoulo, T. A level set method for the inverse EEG/MEG problem. Human Brain Mapping, Sendai, 2002. (.bib)
  • [ISBI02] Clerc, M. and Faugeras, O. and Keriven, R. and Kybic, Jan and Papadopoulo, T. The fast multipole method for the direct E/MEG problem. IEEE International Symposium on Biomedical Imaging, Washington DC, 2002. (.bib)
  • [AIP01] Keriven, R. and Barthou, C. and Bouvier, D. and Faugeras, O. and Kornprobst, P. and Papadopoulo, T. A level set method for the inverse eeg/meg problem. Applied Inverse Problems, 2001. (.bib)
  • [CP01] Trombettoni, G and Neveu, B Links for Boosting Predictable Interactive Constraint Systems. International Workshop on User Interaction in Constraint Satisfaction, Chypre, 2001. (.bib)
  • [JNPC01] Madeline, B and Neveu, B Méthodes de recherche arborescente comparées aux algorithmes génétiques sur des problèmes de coloriage de graphes surcontraints. 7e Journées Nationales sur la résolution pratique de Problèmes NP-Complets, Toulouse, 2001. (.bib)
  • [MIC01] Madeline, B and Neveu, B Tree Search Methods versus Genetic Algorithms for Over-Constrained Graph Coloring Problems. Metaheuristics International Conference, Porto, 2001. (.bib)
  • [JNPC00a] Jermann, C. and Trombettoni, G. and Neveu, B. and Rueher, M. Résolution par contraintes de systèmes géométriques rigides. VI Journées Nationales sur les Problèmes NP-Complets, Marseille, Jun 2000. (.bib)
  • [JNPC00b] Prcovic, N. and Neveu, B. Recherche à focalisation progressive. VI Journées Nationales sur les Problèmes NP-Complets, Marseille, Jun 2000. (.bib)
  • [CP00] Jermann, C. and Trombettoni, G. and Neveu, B. and Rueher, M. A Constraint Programming Approach for Solving Rigid Geometric Systems. Constraint Programming, Singapore, 2000. (.bib)
  • [CP99] Prcovic, N. and Neveu, B. Ensuring a Relevant Visiting Order of the Leaf Nodes during a Tree Search. Principles and Practice of Constraint Programming, Alexandria, Oct 1999. (.bib)
  • [JNPC99] Prcovic, N. and Neveu, B. Etude théorique sur les recherches entrelacée et à divergence limitée. Ve Journées Nationales sur les Problèmes NP-Complets, Lyon, Jun 1999. (.bib)
  • [JNPC98] Prcovic, N. and Neveu, B. Recherche arborescente restreinte à un sous-espace prometteur. IVe Journées Nationales sur les Problèmes NP-Complets, Nantes, May 1998. (.bib)
  • [CP98] Bliek, C. and Neveu, B. and Trombettoni, G. Using Graph Decomposition for Solving Continuous CSPs. Principles and Practice of Constraint Programming, 1998. (.bib)
  • [JNPC97] Prcovic, N and Neveu, B Parallélisation de la recherche arborescente des CSP avec distribution à profondeur variable. IIIe Journées Nationales sur les Problèmes NP-Complets, Rennes, 1997. (.bib)
  • [SS97] Keriven, R. and Faugeras, O. Level set methods and the stereo problem. 1st International Conference on Scale-Space Theory in Computer Vision, 1997. (.bib)
  • [CFD96] Clerc, M. and Le Tallec, P. and Mallet, M. and Ravachol, M. and Stoufflet, B. Optimal Control for the parabolized Navier-Stokes system. Computational Fluid Dynamics, 1996. (.bib)
  • [CNPC96] Prcovic, N. and Neveu, B. and Berlandier, P. Distribution de l'arbre de recherche des problèmes de satisfaction de contraintes en domaines finis. 2ème Conférence Nationale sur la Résolution de Problèmes NP-Complets, 1996. (.bib)
  • [ICAOS96] Keriven, R. and Faugeras, O. On projective plane evolution. ICAOS, 1996. (.bib)
  • [INFORMS96] Bouzoubaa, M. and Neveu, B. and Hasle, G Houria III: Solver For Hierarchical Systems of Functional Constraints. Planningthe Solution Graph for a Weighted Sum Criterion. Fifth INFORMS Conference on Computer Science and Operations Research, 1996. (.bib)
  • [CP95] Bouzoubaa, M. and Neveu, B. and Hasle, G Houria II: A Solver For Hierarchical Systems, Planning of Lexicographic Satisfied Count Best Case Better Graph for Equational Constraints. Workshop on Constraints for Graphics and Visualization, 1995. (.bib)
  • [EPIA95] Trombettoni, G. and Neveu, B. and Berlandier, P. and Riff Rojas, M-C. and Bouzoubaa, M. A Non-Diffident Combinatorial Optimization Algorithm. Workshop on Studying and Solving Really Hard Problems, 1995. (.bib)
  • [GMICV95] Keriven, R. and Faugeras, O. Scale-spaces and affine curvature. Workshop on Geometrical modelling and Invariants for Computer Vision, Xian, China, 1995. (.bib)
  • [ICIP95] Keriven, R. and Faugeras, O. Some recent results on the projective evolution of 2D curves. International Conference on Image Processing, Washington DC, 1995. (.bib)
  • [PPAI95] Berlandier, P. and Neveu, B. Problem Partition and Solvers Coordination in Distributed Constraint Satisfaction. Workshop Parallel Processing in Artificial Intelligence, 1995. (.bib)
  • [ECAI94] Neveu, B. and Berlandier, P. Arc-Consistency for Dynamic Constraint Problems: An RMS-free Approach. Workshop on Constraint Satisfaction Issues Raised by Practical Applications, 1994. (.bib)
  • [TAI94] Neveu, B. and Berlandier, P. Maintaining Arc Consistency through Constraint Retraction. TAI, 1994. (.bib)

PhD Theses
  • [PhD06b] Dupont, R. Suivi de parties cachées dans une séquence vidéo. ENPC, Dec 2006. (.bib)
  • [PhD06c] Charpiat, G. Statistiques de formes pour la segmentation d'images avec a priori. Ecole Polytechnique, Dec 2006. (.bib)
  • [PhD06a] Juan, O. Quelques extentions des Level Sets et des Graph Cuts. ENPC, May 2006. (.bib)
  • [PhD05b] Ségonne, F. Segmentation of Medical Images under Topological Constraints. MIT, Dec 2005. (.bib)
  • [PhD05c] Adde, G. Méthodes de Traitement d'Image Appliquées au Problème Inverse en Magnéto-Electro-Encéphalographie. ENPC, Dec 2005. (.bib)
  • [PhD05a] Pons, J.-P. Methodological and applied contributions to the deformable models framework. ENPC, Nov 2005. (.bib)
  • [PhD04b] Postelnicu, G. Systèmes dynamiques stochastiques. Paris Dauphine, Nov 2004. (.bib)
  • [PhD04a] Audibert, J.-Y. PAC-Bayesian Statistical Learning Theory. Paris 6, Jul 2004. (.bib)
  • [PhD99] Clerc, M. Etude de processus localement dilatés et application au gradient de texture. Ecole Polytechnique, 1999. (.bib)
  • [PhD97] Keriven, R. Equations aux Dérivées Partielles, Evolutions de Courbes et de Surfaces et Espaces d'Echelle: Applications à la Vision par Ordinateur. ENPC, Dec 1997. (.bib)

Masters Theses
  • [MSMIT02] F. Ségonne Unsupervised Skull Stripping in MRI. Massachusetts Institute of Technology, 2002. (.bib)

Research Reports
  • [CERTIS0627] Duchenne, O. and Audibert, J.-Y. and Keriven, R. Transductive segmentation. CERTIS 06-27, Dec 2006. (.bib)
  • [CERTIS0628] Pons, J.-P. and Boissonnat, J.-D. Delaunay deformable models: Topology-adaptive meshes based on the restricted Delaunay triangulation. CERTIS 06-28, Dec 2006. (.bib)
  • [CERTIS0620] Audibert, J.-Y. Fast learning rates in statistical inference through aggregation. CERTIS 06-20, Nov 2006. (.bib)
  • [CERTIS0625] Etyngier, P. and Keriven, R. and Pons, J.-P. Projecting onto a shape prior manifold. CERTIS 06-25, Nov 2006. (.bib)
  • [CERTIS0624] Ségonne, F. and Pacheco, J. and Fischl, B. Geometrically-Accurate Topology Simplification of Triangulated Cortical Surfaces Using Non-Separating Loops. CERTIS 06-24, Sep 2006. (.bib)
  • [CERTIS0626] Duchenne, O. and Audibert, J.-Y. Fast interactive segmentation using color and textural information. CERTIS 06-26, Sep 2006. (.bib)
  • [INRIA5883] Grandon, C. and Neveu, B. A specific quantifier elimination for inner box test in distance constraints with uncertainties . INRIA 5883, Apr 2006. (.bib)
  • [CERTIS0623] Charpiat, G. and Pons, J.-P. and Maurel, P. and Keriven, R. and Faugeras, O. Generalized gradients: Priors on minimization flows. CERTIS 06-23, Mar 2006. (.bib)
  • [INRIA5845] Prados, E. and Lenglet, C. and Pons, J.-P. and Wotawa, N. and Deriche, R. and Faugeras, O. and Soatto, S. Control theory and fast marching methods for brain connectivity mapping. INRIA 5845, Feb 2006. (.bib)
  • [CERTIS0621] Dupont, R. and Juan, O. and Keriven, R. Robust Segmentation of Hidden Layers in Video Sequences. CERTIS 06-21, Jan 2006. (.bib)
  • [CERTIS0622] Etyngier, P. and Paragios, N. and Audibert, J.-Y. and Keriven, R. Radon/Hough space for pose estimation. CERTIS 06-22, Jan 2006. (.bib)
  • [CERTIS0518] Azzabou, N. and Paragios, N. and Guichard, F. Application of Particle Filtering to Image Enhancement. CERTIS 05-18, Dec 2005. (.bib)
  • [CERTIS0519] Azzabou, N. and Paragios, N. and Guichard, F. Uniform and textured Regions Separation in Natural images towards Better Denoising. CERTIS 05-19, Dec 2005. (.bib)
  • [AIM0520] Ségonne, F. and Pons, J.-P. and Fischl, B. and Grimson, E. A novel active contour framework: Multi-component level set evolution under topology control. CSAIL, MIT AIM-2005-020, Nov 2005. (.bib)
  • [CERTIS0512] Labatut, P. and Keriven, R. and Pons, J.-P. A GPU implementation of level set multiview stereo. CERTIS 05-12, Nov 2005. (.bib)
  • [CERTIS0513] Mairal, J. and Keriven, R. A GPU implementation of variational stereo. CERTIS 05-13, Nov 2005. (.bib)
  • [CERTIS0514] Cornet, E. Contour based Multiview stereo and graph-cuts. CERTIS 05-14, Nov 2005. (.bib)
  • [CERTIS0515] Bernhard, F. and Keriven, R. Spiking neurons and GPUs. CERTIS 05-15, Nov 2005. (.bib)
  • [CERTIS0516] de La Gorce, M. and Paragios, N. Hand Poste Estimation with Constrained Multi-hypotheses Gradient-Descent. CERTIS 05-16, Nov 2005. (.bib)
  • [CERTIS0517] Taron, M. and Ghys, C. and Paragios, N. Uncertainties-driven Surface Morphing:The case of Photo-realistic Transitions between Facial Expressions. CERTIS 05-17, Nov 2005. (.bib)
  • [RR5726] Maurel, P. and Keriven, R. and Faugeras, O. Reconciling landmarks and level sets: geometric shape warping and matching using generalized gradients and correspondence-augmented implicit representations. INRIA 5726, Oct 2005. (.bib)
  • [CERTIS0511] Allène, Cédric and Paragios, Nikos Image renaissance using discrete optimization and the alpha-expansion algorithm. CERTIS 05-11, Sep 2005. (.bib)
  • [CERTIS0510] Taron, M. and Paragios, N. and Jolly, M-P. Uncertainty-driven Non-parametric Knowledge-based Segmentation: The Corpus Callosum Case. CERTIS 05-10, Jul 2005. (.bib)
  • [CERTIS0508] Taron, M. and Paragios, N. and Jolly, M-P. Introducing error estimation in the shape learning framework : Spline based registration and non-parametric density estimator in the space of higher order polynomials. CERTIS 05-08, May 2005. (.bib)
  • [CERTIS0509] Karantzalos, K. and Paragios, N. Implicit higher order polynomials for motion estimation and tracking. CERTIS 05-09, May 2005. (.bib)
  • [CERTIS0506] Dupont, R. and Paragios, N. and Keriven, R. and Fuchs, P. Spatio-temporal Motion Estimation and Segmentation in Layers: Robust Estimators, Markov Random Fields, Visual Grouping and Graph-based Optimization. CERTIS 05-06, Mar 2005. (.bib)
  • [CERTIS0507] Dixit, N. and Keriven, R. and Paragios, N. GPU-Cuts and Adaptive Object Extraction. CERTIS 05-07, Mar 2005. (.bib)
  • [CERTIS0504] Juan, O. and Keriven, R. Unsupervised Segmentation for Digital Matting. CERTIS 05-04, Feb 2005. (.bib)
  • [CERTIS0505] Charpiat, G. and Audibert, J.-Y. and Keriven, R. and Faugeras, O. Diffeomorphic Matching and Image Statistics. CERTIS 05-05, Feb 2005. (.bib)
  • [CERTIS0503] Florin, C. and Paragios, N. and Williams, J. Monte-carlo Sampling, Particle Filters and Segmentation of Coronaries. CERTIS 05-03, Jan 2005. (.bib)
  • [PP05] Audibert, J.-Y. and Tsybakov, A. Fast learning rates for plug-in estimators under the margin condition. Laboratoire de Probabilités et Modèles Aléatoires, 2005. (.bib)
  • [CERTIS0402] Le Jeune, F. and Deriche, R. and Fua, P. and Keriven, R. Hand Tracking. CERTIS 04-02, Oct 2004. (.bib)
  • [CERTIS0401] Juan, O. and Keriven, R. and Postelnicu, G. Stochastic Motion and the Level Set Method in Computer Vision: Stochastics Active Contours. CERTIS 04-01, May 2004. (.bib)
  • [INRIA5321] Pons, J.-P. and Keriven, R. and Faugeras, O. Modelling dynamic scenes by registering multi-view image sequences. INRIA 5321, 2004. (.bib)
  • [PP0401] Audibert, J.-Y. A better variance control for PAC-Bayesian classification. Laboratoire de Probabilités et Modèles Aléatoires 905b, 2004. (.bib)
  • [PP0402] Audibert, J.-Y. Classification under polynomial entropy and margin assumptions and randomized estimators. Laboratoire de Probabilités et Modèles Aléatoires 908, 2004. (.bib)
  • [INRIA4587] Pons, J.-P. and Hermosillo, G. and Keriven, R. and Faugeras, O. How to deal with with point correspondences and tangential velocities in the level set framework. INRIA 4857, 2003. (.bib)
  • [PP03] Audibert, J.-Y. Aggregated estimators and empirical complexity for least square regression. Laboratoire de Probabilités et Modèles Aléatoires 805b, 2003. (.bib)
  • [CERMICS221] Keriven, R. A variational framework to shape from contours. CERMICS 2002-221, 2002. (.bib)
  • [CERMICS195] Bouvier, D. and Keriven, R. Méthodes intégrales pour le problème direct de la magnéto-électro-encéphalographie tridimensionnelle. CERMICS 2000-195, Oct 2000. (.bib)
  • [INRIA3673] Faugeras, O. and Clément, F. and Deriche, R. and Keriven, R. and Papadopoulo, T. and Roberts, J. and Viéville, T. and Devernay, F. and Gomes, J. and Hermosillo, G. and Kornprobst, P. and Lingrand, D. The inverse EEG and MEG problems: The adjoint space approach I: The continuous case. INRIA 3673, May 1999. (.bib)
  • [INRIA9786] Trombettoni, G. and Neveu, B. Computational Complexity of Multi-way, Dataflow Constraint Problems. INRIA 9786, 1997. (.bib)
  • [INRIA2653] Clerc, M. and Le Tallec, P. and Mallet, M. Contrôle de Navier-Stokes parabolisé. INRIA 2653, 1995. (.bib)