Publications of Charles Kervrann

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Academic Journals

B. Cinquin, A. Chessel, A. Gidon, S. Bardin, Th. Pécot, J. Boulanger, Ch. Kervrann, J. Salamero. Advanced microcopy to study trafficking and spatiotemporal organization of intracellular membranes. Bio-Medical Materials and Engineering, 2010.
J. Boulanger, Ch. Kervrann, P. Bouthemy, P. Elbau, J.-B. Sibarita, J. Salamero. Patch-based non-local functional for denoising fluorescence microscopy image sequences. IEEE Trans. on Medical Imaging, 29(2), 2010.
J. Boulanger, Ch. Kervrann, P. Bouthemy. A simulation and estimation framework for intracellular dynamics and trafficking in video-microscopy and fluorescence imagery. Medical Image Analysis, 13:132-142, 2009.
P. Coupé, P. Hellier, Ch. Kervrann, Ch. Barillot. NonLocal Means-based speckle filtering for ultrasound images. IEEE Trans. on Image Processing, 18(10):2221-2229, 2009.
P. Coupé, P. Hellier, S. Prima, Ch. Kervrann, Ch. Barillot. 3D wavelet sub-bands mixing for image denoising. International Journal of Biomedical Imaging, 8(3):1-11, 2008.
P. Coupé, P. Yger, S. Prima, P. Hellier, Ch. Kervrann, Ch. Barillot. An optimized blockwise Non-Local means denoising filter for 3D Magnetic Resonance Images. IEEE Trans. on Medical Imaging, 27(4):325-441, 2008.
Ch. Kervrann, J. Boulanger. Local adaptivity to variable smoothness for exemplar-based image denoising and representation. International Journal of Computer Vision, 79(1):45-69, August 2008.
J. Boulanger, Ch. Kervrann, P. Bouthemy. Space-time adaptation for patch based image sequence restoration. IEEE Trans. on Pattern Analysis and Machine Intelligence, 29(6):1096-1102, 2007.
Ch. Kervrann, J. Boulanger. Optimal spatial adaptation for patch-based image denoising. IEEE Trans. on Image Processing, 15(10):2866-2878, 2006.
C. Kervrann, D. Leland, L. Pardini. Robust incremental compensation of the light attenuation with depth in 3D fluorescence microscopy. J. Microscopy, 214(3):297-314, 2004.
B. Kaeffer, A. Trubuil, C. Kervrann, L. Pardini, C. Cherbut. Three-Dimensional binding of epidermal growth factor peptides in colonic tissues produced from rotating bioreactor. In Vitro Cellular and Developmental Biology - Animal, 38(8):436-439, 2002.
C. Kervrann, M. Hoebeke, A. Trubuil. Isophotes selection and reaction-diffusion model for object boundaries estimation. Int. Journal on Computer Vision, 50(1):63-94, 2002.
C. Kervrann, A. Trubuil. Optimal level curves and minimizers of cost functionals in image segmentation. Journal of Mathematical Imaging and Vision, 17(2):153-174, 2002.
C. Kervrann. Bayesian image segmentation through level lines selection. Image Analysis and Stereology, 20(1):251-256, 2001.
C. Kervrann, F. Heitz. Statistical deformable model-based segmentation of image motion. IEEE Transactions on Image Processing, 8(4):583-588, April 1999.
C. Kervrann. Learning probabilistic deformation models from image sequences. Signal Processing, (71):155-171, 1998.
C. Kervrann, F. Davoine, P. Pérez, H. Li, R. Forcheimer, C. Labit. Generalized likelihood ratio-based face detection and extraction of mouth features. Pattern Recognition Letters, 18(9):899-912, 1998.
C. Kervrann, F. Heitz. A Hierarchical Markov Modeling Approach for the Segmentation and Tracking of Deformable Shapes. Graphical Models and Image Processing, 60(3):173-195, May 1998.
C. Kervrann, F. Heitz. Modèles déformables statistiques pour l'analyse de structures 2D dans des séquences d'images. Technique et Science Informatiques, 6(3):325-354, 1997.
C. Kervrann, F. Heitz. A Markov random field model-based approach to unsupervised texture segmentation using local and global spatial statistics. IEEE Trans. on Image Processing, 4(6):856-862, June 1995.
C. Kervrann, F. Heitz. Segmentation non supervisée des images naturelles texturées : une approche statistique. Traitement du Signal, 11(1):31-41, 1994.

Book Chapters

J. Boulanger, Th. Pécot, P. Bouthemy, J. Salamero, J.-B. Sibarita, Ch. Kervrann. Simulation and estimation of intra-cellular dynamics and trafficking. In Microscopic Image Analysis for Life Science Applications, S. Wong, R. Machiraju, J. Rittscher (eds.), Chap. 7, pp. 169-190, Artech Publishing House, 2008.
J. Boulanger, Ch. Kervrann, P. Bouthemy. An adaptive statistical method for 4D-fluorescence image sequence denoising with spatio-temporal discontinuities preserving. In Biophotonics for Life Sciences and Medicine, F. Faugel, P. Smigielski, A. Brandenburg, J. Fontaine (eds.), pp. 97-113, Fontis Media SA, Lausanne, Switzerland, 2006.

International Conferences

S. Blestel, C.and Heichette, C. Fish, P. Dupuys-Williams, D. Chrétien, Ch. Kervrann. Electron cryo-tomography of microtubule assemblies: automatic segmentation of tomograms with CryoSeg. In EMBO Conference Series Microtubules - Structure, Regulation and Functions, Heidelberg, Germany, June 2010.
A. Guesdon, S. Blestel, C. Heichette, Ch. Kervrann, D. Chrétien. Three dimensional reconstruction of 14 protofilaments GMPCPP-microtubules using TubuleJ. In EMBO Conference Series Microtubules - Structure, Regulation and Functions, Heidelberg, Germany, June 2010.
F. Coquelle, S. Blestel, K. Kinoshita, B. Vitre, C. Heichette, Ch. Kervrann, I. Arnal, D. Chrétien. Effects of XMAP215 on Microtubule Dynamics and Structure and its Visualization by Electron Cryo-Tomography. In EMBO Conference Series Microtubules - Structure, Regulation and Functions, Heidelberg, Germany, June 2010.
I. Arnal, F. Coquelle, S. Blestel, B. Vitre, C. Heichette, Ch. Kervrann, D. Chrétien. Structural basis of the interaction between microtubules and +TIPs. In EMBO Conference Series Microtubules - Structure, Regulation and Functions, Heidelberg, Germany, June 2010.
A. Chessel, B. Cinquin, S. Bardin, J.and Salamero, J. Boulanger, Ch. Kervrann. A detection-based framework for the analysis of recycling in TIRF microsocopy. In Proc. IEEE Int. Symp. on Biomedical Imaging: from nano to macro (ISBI'10), Rotterdam, The Netherlands, April 2010.
Ch. Kervrann. Non-local means filter and novel bayesian approximations for non-local image regularization. In SIAM Conf. on Imaging Science, Chicago, Illinois, April 2010.
A. Chessel, B. Cinquin, F. Waharte, Ch. Kervrann, J. Salamero. A detection based framework for systematic analysis of dual color TIRF microscopy. In Focus on Microscopy (FOM'10), Shanghai, China, March 2010.
Ch. Kervrann, J. Boulanger, Th. Pécot, P. Pérez. Discriminant random field and patch-based redundancy analysis for image change detection. In Proc. IEEE Int. Workshop on Machine Learning for Signal Processing (MLSP'09), Pages 1-6, Grenoble, Fance, September 2009.
S. Blestel, Ch. Kervrann, D. Chrétien. A Fourier-based method for detecting curved microtubule centers: application to straightening of cryo-electron microscope images. In Proc. IEEE Int. Symp. on Biomedical Imaging: from nano to macro (ISBI'09), Pages 298-301, Boston, MA, June 2009.
A. Chessel, B. Cinquin, S. Bardin, J. Salamero, Ch. Kervrann. Computational geometry-based scale-space and modal image decomposition: application to light video-microscopy imaging. In Conf. on Scale Space and Variational Methods (SSVM'09), Pages 770-781, Voss, Norway, June 2009.
A. Chessel, Th. Pécot, S. Bardin, Ch. Kervrann, J. Salamero. Evaluation of image sequences additive decomposition algorithms for membrane analysis in fluorescence video-microscopy. In Proc. IEEE Int. Symp. on Biomedical Imaging: from nano to macro (ISBI'09), Pages 1099-1102, Boston, MA, June 2009.
Th. Pécot, A. Chessel, S. Bardin, J. Salamero, P. Bouthemy, Ch. Kervrann. Conditional random fields for object and background estimation in fluorescence video-microscopy. In Proc. IEEE Int. Symp. on Biomedical Imaging: from nano to macro (ISBI'09), Pages 734-737, Boston, MA, June 2009.
Th. Pécot, Ch. Kervrann, S. Bardin, B. Goud, J. Salamero. Patch-based Markov models for event detection in fluorescence bioimaging. In Int. Conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI'08), Volume 2, Pages 95-103, New York City, USA, September 2008.
Th. Pécot, Ch. Kervrann. Patch-based Markov models for change detection in image sequence analysis. In Proc. Int. Workshop on Local and Non-Local Approximation in Image Processing (LNLA'08), Pages 1-6, Lausanne, Switzerland, August 2008.
Ch. Kervrann, P. Pérez, J. Boulanger. Bayesian Non-local means, image redundancy and adaptive sstimation for image representation and applications. In SIAM Conf. on Imaging Science, San Diego, CA, July 2008.
J. Boulanger, J.-B. Sibarita, Ch. Kervrann, P. Bouthemy. Non-parametric regression for patch-based fluorescence microscopy image sequence denoising. In Proc. IEEE Int. Symp. on Biomedical Imaging: from nano to macro (ISBI'08), Pages 748-751, Paris, France, May 2008.
A. Chessel, J. Boulanger, S. Gasfou-Uzan, J. Salamero, J.-B. Sibarita, Ch. Kervrann. Processing fluorescence video microscopy by 1D temporal signal analysis. In European Light Microscopy Initiative meeting (ELMI'08), Davos, Switzerland, May 2008.
P. Coupé, P. Hellier, Ch. Kervrann, C. Barillot. Bayesian Non-Local Means-based speckle filtering. In Proc. IEEE Int. Symp. on Biomedical Imaging: from nano to macro (ISBI'08), Pages 291-1294, Paris, France, May 2008.
Th. Pécot, Ch. Kervrann, P. Bouthemy. Minimal paths and probabilistic models for origin-destination traffic estimation in live cell imaging. In Proc. IEEE Int. Symp. on Biomedical Imaging: from nano to macro (ISBI'08), Pages 843-846, Paris, France, May 2008.
Th. Pécot, Ch. Kervrann, P. Bouthemy, A. Chessel, J.-B. Sibarita, J. Salamero, J. Boulanger. Network tomography and minimal paths for traffic flow estimation in time-lapse fluorescence microscopy. In European Light Microscopy Initiative meeting (ELMI'08), Davos, Switzerland, May 2008.
J. Boulanger, A. Gidon, J. Salamero, J.-B. Sibarita, Ch. Kervrann. Repetitive and transient event detection in fluorescence video-microscopy. In Focus on Microscopy (FOM'08), Osaka-Awaji, Japan, April 2008.
A. Chessel, R. Fablet, Ch. Kervrann, F. Cao. Otolith image analysis by computer vision: extracting growth rings and recovering shape evolution of accretionnary structures. In Proc. Int. Conf. on Bio-inspired Systems and Signal Processing (BIOSIGNALS'08), Volume 2, Pages 490-497, Funchal, Portugal, January 2008.
Th. Pécot, Ch. Kervrann, P. Bouthemy. Network tomography-based tracking for intracellular traffic analysis in fluorescence microscopy imaging. In Proc. Int. Conf. on Bio-inspired Systems and Signal Processing (BIOSIGNALS'08), Volume 1, Pages 154-161, Funchal, Portugal, January 2008.
Ch. Kervrann, J. Boulanger, P. Coupé. Bayesian non-local means filter, image redundancy and adaptive dictionaries for noise removal. In Proc. Conf. Scale-Space and Variational Meth. (SSVM' 07), Pages 520-532, Ischia, Italy, June 2007.
Th. Pécot, J. Boulanger, Ch. Kervrann, P. Bouthemy. Network tomography for trafficking simulation and analysis in fluorescence microscopy imaging. In Proc. IEEE Int. Symp. on Biomedical Imaging: from nano to macro (ISBI'07), Pages 268-271, Washington, D.C, April 2007.
A. Chessel, R. Fablet, F. Cao, Ch. Kervrann. Orientation interpolation and applications. In Proc. IEEE Int. Conf. on Image Processing (ICIP'06), Pages 1561-1564, 2006.
J. Boulanger, Ch. Kervrann, P. Bouthemy. Estimation of dynamic background for fluorescence video-microscopy. In Proc. IEEE Int. Conf. on Image Processing (ICIP'06), Pages 2509-2512, Atlanta, USA, October 2006.
J. Boulanger, Ch. Kervrann, P. Bouthemy. Simulation and estimation of fluorescence in microscopy image sequence. In Proc. MICCAI'06 workshop on microscopique image analysis and application to biology, Pages 18-26, Copenhagen, Denmark, October 2006.
Ch. Kervrann, J. Boulanger. Adaptive estimation to variable smoothness for patch-based image denoising. In Proc. Annual Meeting of the Institute of Mathematical Statistics, Rio, Brazil, August 2006.
J. Boulanger, Ch. Kervrann, P. Bouthemy. Adaptive space-time patch-based method for image sequence restoration. In Proc. Int. Workshop on Statistical Methods in Multi-Image and Video Processing (SMVP'06), Pages 1-14, Graz, Austria, May 2006.
Ch. Kervrann, J. Boulanger. Unsupervised patch-based image regularization and representation. In Proc. European Conf. Comp. Vision (ECCV'06), Volume 3951 (LNCS), Pages 555-567, Graz, Austria, May 2006.
V. Racine, A. Hertzog, J. Jouanneau, J. Salamero, Ch. Kervrann, J. B. Sibarita. Multiple target tracking of 3D fluorescent objects based on simulated annealing. In Proc. Int. Symp. on Biomedical Imaging (ISBI'06), Pages 1020-1023, Arlington, USA, April 2006.
J. Boulanger, Ch. Kervrann, P. Bouthemy. Adaptive spatio-temporal restoration for 4D fluoresence microscopic imaging. In Int. Conf. on Medical Image Computing and Computer Assisted Intervention (MICCAI'05), Pages 893-901, Palm Springs, USA, October 2005.
J. Boulanger, Ch. Kervrann, P. Bouthemy. An adaptive statistical method for denoising 4D fluoresence image sequences with preservation of spatio-temporal discontinuities. In Proc. Int. Conf. on Image Processing (ICIP'05) (2), Pages 145-148, Genova, Italy, September 2005.
J. Boulanger, Ch. Kervrann, P. Bouthemy. An adaptive statistical method for 4d-fluorescence image sequence denoising with spatio-temporal discontinuities preserving. In Proceedings of Imaging for Medical and Life Sciences (IMVIE2), Ilkirch, France, March 2005.
C. Kervrann. An adaptive window approach for image smoothing and structures preserving. In Proc. Eur. Conf. Computer Vision (ECCV'04, Prague, Czech Republic, May 2004.
C. Kervrann, A. Trubuil. An adaptive window approach for Poisson noise reduction and structure preserving in confocal microscopy. In International Symposium on Biomedical Imaging (ISBI'04), Arlington, VA, April 2004.
A. Trubuil, C. Kervrann, Ph. Maillet, J. De Mey. Tracking centromeric regions in 4D. In European Light Microscopy Initiative meeting (ELMI'02), Paris, France, 2002.
B. Kaeffer, A. Trubuil, C. Kervrann, L. Pardini, C. Cherbut. 3D rendering of EGF/erb-B1 complexes, VT-1008. In World Congress on In Vitro Biology, Orlando, Florida, 2002.
L. Pardini, A. Trubuil, B. Kaeffer, C. Kervrann, M. Hoebeke, C. Cherbut. 3D analysis of biomarkers and investigation of temporal series by Quant3D, a Linux/UNIX software package. In Internet World Congress for Biomedical Science, INABIS'2002, 2002.
B. Kaeffer, A. Trubuil, C. Kervrann, L. Pardini, C. Cherbut. 3D imaging of colonic crypt cells by fluorescent laser scanning confocal microscopy. In Internet World Congress for Biomedical Science, INABIS'2002, 2002.
C. Kervrann. Bayesian object detection through level curves selection. In Int. Conf. on Scale Space and Morphology in Computer Vision (Scale-Space'01), Pages 85-97, Vancouver, Canada, July 2001.
A. Trubuil, M. Hoebeke, C. Kervrann, K. Kiêu, J. Wang, B. Kaeffer. Comparaison fonctionnelle en microscopie confocale. In Workshop Traitement et Analyse d'Images: Méthodes et Applications, TAIMA 2001, Pages 269-276, Hammameth, Tunisie, 2001.
B. Kaeffer, M. Hoebeke, A. Trubuil, C. Kervrann, M. Devaux, C. Cherbut. 3-dimensional organization of normal and cancerous intestinal tissues cultured in rotating bioreactor analyzed by multidimensional microscopy imaging. In In Internet World Congress for Biomedical Science, INABIS 2000, 2000.
B. Kaeffer, A. Trubuil, C. Kervrann, M. Devaux, C. Cherbut. 3D distribution of erb-B1 receptors on rat colonocytes in primary cultures. In World Congress on In Vitro Biology, Saint-Louis, Missouri, 2000.
C. Kervrann, M. Hoebeke, A. Trubuil. Level lines as global minimizers of energy functionals in image segmentation. In European Conference on Computer Vision, ECCV'00, Pages 241-256, Dublin, Ireland, June 2000.
C. Kervrann, M. Hoebeke, A. Trubuil. A level line selection approach for object boundary estimation. In 7h IEEE Int. Conf. on Computer Vision, ICCV'99, Pages 963-968, Kerkyra, Greece, September 1999.
F. Davoine, C. Kervrann, H. Li, P. Pérez, R. Forchheimer, C. Labit. On automatic face and facial features detection in video sequences. In Int. Workshop on Synthetic and Natural Hybrid Coding and $3D$ Imaging (IWSNHC3DI'97), Rhodes, September 1999.
C. Kervrann, F. Davoine, P. Pérez, H. Li, C. Labit, R. Forchheimer. Generalized Likelihood Ratio-based face detection and extraction of mouth features. In Int. Conf. on Audio and Video-Based Biometric Person Authentication, AVBPA'97, Crans-Montana, Switzerland, March 1997.
C. Kervrann, F. Heitz. Statistical model-based segmentation of deformable motion. In Proc. 3rd IEEE Int. Conf. Image Processing, Pages 937-940, Lausanne, Switzerland, September 1996.
C. Kervrann, F. Heitz, P. Pérez. Statistical model-based estimation and tracking of non-rigid motion. In Proc. 13th Int. Conf. Pattern Recognition, Pages 244-248, Vienna, Austria, August 1996.
C. Kervrann, F. Heitz. Learning structure and deformation modes of nonrigid objects in long image sequences. In International Workshop on Automatic Face- and Gesture-Recognition (FG'95), Pages 104-109, Zurich, June 1995.
C. Kervrann, F. Heitz. Robust tracking of stochastic deformable models in long image sequences. In IEEE Int. Conf. Image Processing, ICIP'94, Pages 88-92, Austin, Texas, November 1994.
C. Kervrann, F. Heitz. A Hierarchical Statistical Framework for the Segmentation of Deformable Objects in Image Sequences. In IEEE Conf. Computer Vision and Pattern Recognition, Pages 724-728, Seattle, Washington, June 1994.
C. Kervrann, F. Heitz. A statistical model-based approach to unsupervised texture segmentation. In 8th Scandinavian Conference on Image Analysis (SCIA'93), Pages 284-288, Tromso, May 1993.

National Conferences

S. Blestel, D. Chrétien, Ch. Kervrann. Segmentation of fibers in cryo-electron tomograms. In Colloque de la Société Francaise des Microscopies (SFmu'09), Paris, France, June 2009.
P. Guichard, A.M. Tassin, S. Blestel, Ch. Kervrann, S. Marco, D. Chrétien. Daughter centriole morphogenesis and structural details of isolated human centrosomes revealed by cryo-electron tomography. In Colloque de la Société Francaise des Microscopies (SFmu'09), Paris, France, June 2009.
A. Chessel, R. Fablet, Ch. Kervrann, F. Cao. Détection a contrario multi-modale de structures curvilinéaires. In Congrès Francophone de Reconnaissance des Formes et Intelligence Artificielle (RFIA'08), Pages 1-8, Amiens, January 2008.
Ch. Kervrann, J. Boulanger. Adaptation locale optimale pour la régularisation et la représentation d'image à base de motifs locaux. Pages 1-8, Tours, January 2006.
J. Boulanger, Ch. Kervrann, P. Bouthemy. Approche statistique adaptative pour le filtrage de séquences d'images 3D de fluoroscopie. In Congrès Jeunes Chercheurs en Vision par Ordinateur (ORASIS'05), Fournols, France, May 2005.
C. Kervrann, S. Ba. Approche Non-paramétrique en restauration d'image avec Préservation des discontinuités. In 14ème Congrè Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle (RFIA'04), Toulouse, France, January 2004.
C. Kervrann, M. Hoebeke, A. Trubuil. Segmentation d'images par sélection de courbes de niveau. In Colloque GRETSI'99, Pages 631-634, Vannes, September 1999.
C. Kervrann, F. Heitz. Apprentissage non supervisé et suivi de modèles déformables dans une séquence d'images. In 10eme Congrès AFCET Reconnaissance des Formes et Intelligence Artificielle (RFIA'96), Pages 559-568, Rennes, January 1996.
C. Kervrann, F. Heitz, Y. Ricquebourg. Modélisation et segmentation d'objets déformables dans des séquences d'images : une approche statistique. In Colloque Automatique-Génie Informatique-Image AGI'94, Poitiers, France, June 1994.
C. Kervrann, F. Heitz. Vers une segmentation non supervisée des images naturelles texturées : une approche markovienne. In 2èmes journées internationales - Interface des mondes réels et virtuels, Pages 45-54, Montpellier, March 1993.
Th. Pécot, J. Boulanger, Ch. Kervrann, P. Bouthemy. Tomographie de réseau appliquée à la simulation et à l'analyse de trafic dans des séquences d'images de microscopie à fluorescence. In Proc. Colloque GRETSI, Pages 1-4, Troyes, France, September 0.

Research Reports

J. Boulanger, Ch. Kervrann, J. Salamero, J.-B. Sibarita, P. Bouthemy. Non-parametric regression for patch-based fluorescence microscopy image sequence denoisng. Research Report INRIA, No 6651, September 2008. download
J. Boulanger, Ch. Kervrann, P. Bouthemy. Space-time adaptation for patch-based image sequence restoration. Research Report IRISA, No 1798, April 2006. download
C. Kervrann, J. Boulanger. Local adaptivity to variable smoothness for exemplar-based image denoising and representation. Research Report INRIA, No 5624, July 2005.
C. Kervrann. A level set-based morphological approach to bayesian image segmentation in confocal microscopy. Research Report Unité de Biométrie, INRA-Jouy-en-Josas, 2002.
J-P. Rospars, A. Trubuil, C. Kervrann, K. Kiêu. Projet de recherche en anatomie computationnelle. Research Report Unité de Biométrie, INRA-Jouy-en-Josas, 2001.
C. Kervrann. Stochastic textural templates for object detection in images. Research Report Unité de Biométrie, INRA-Jouy-en-Josas, 1999.
C. Kervrann, A. Trubuil, M. Hoebeke, K. Kiêu, J. Rospars. Analyse d'images en microscopie multidimensionnelle. Research Report Unité de Biométrie, INRA-Jouy-en-Josas, 1998.
C. Kervrann, F. Heitz. A hierarchical statistical framework for the segmentation of deformable objects in image sequences. Research Report INRIA, No 2133, 1993.
C. Kervrann, F. Heitz. A Markov random field model-based approach to unsupervised texture segmentation using local and global spatial statistics. Research Report INRIA, No 2062, 1993.
C. Kervrann, F. Heitz. A hierarchical statistical framework for the segmentation of deformable objects in image sequences. Rapport de Recherche IRISA, No 780, December 1993.
C. Kervrann, F. Heitz. A Markov Random field model-based approach to unsupervised texture segmentation using local and global spatial statistics. Rapport de Recherche IRISA, No 752, October 1993.

Misc

Ch. Kervrann, J. Boulanger, P. Bouthemy. Spatio-Temporal Analysis in 4D Video-Microscopy. ERCIM News No.60, Special Theme: Biomedical Informatics, January 2005.
C. Kervrann, F. Heitz. Modèles statistiques déformables et optimisation globale pour la segmentation des images. 4èmes journées ORASIS, pp. 78-81, Mulhouse, October 1993.

Thesis

C. Kervrann. Modèles statistiques pour la segmentation et le suivi de structures déformables bidimensionnelles dans une séquence d'images. PhD Thesis Université de Rennes 1, Traitement du Signal et Télécommunications, November 1995.

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