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Some talks

GREYC'15 Segmentation de structures multidimensionnelles en imagerie médicale et évaluation des méthodes de segmentation
S. Jehan-Besson, Journées du laboratoire GREYC, Caen, juin 2015.
NUMNIE'13 Ce que la recherche en traitement d'images peut apporter au traitement du document numérique : quelques cas d'études
S. Jehan-Besson, R. Clouard, L. Brun, S. Bougleux, séminaire NUMNIE, MRSH Caen, november 2013.
GDR'13 Approches variationnelles pour la segmentation : le point sur les critères à optimiser et les méthodes de résolution associées
S. Jehan-Besson, Journées conjointes du GDR ISIS et du GDR Stic-Santé, Segmentation d'images médicales : approches variationnelles et statistiques, juin 2013.
GDR'12 Estimation variationnelle d'une forme mutuelle pour l'évaluation sans gold standard de différentes méthodes de segmentation
S. Jehan-Besson, Journée du GDR Stic-Santé, évaluation en imagerie cardiaque, juillet 2012.
VISAPP'10 Fast dual minimization of weighted TV+L1-norm for salt and pepper noise removal
S. Jehan-Besson, J. Koko, VISAPP 2010, mai 2010.

Book chapter

SPRINGER Shape Gradient for Image and Video Segmentation
S. Jehan-Besson, A. Herbulot, M. Barlaud, G. Aubert
Mathematical Models in Computer Vision: The Handbook, Springer 2005
BIOMEDICAL Medical image segmentation and tracking through the maximisation or the minimisation of divergence between pdfs
S. Jehan-Besson, F. Lecellier, J. Fadili, G. Nee, G. Aubert
Biomedical diagnostics and clinical technologies : Applying high performance cluster and Grid Computing
IGI Global, pp.34-61, 2010
HERMES Extraction et segmentation de structures dans des séquences d images
D. Friboulet, O. Bernard, T. Dietenbeck, J. Pousin, P. Clarysse, and S. Jehan-Besson
Traitement et analyse des images cardiaques, Paris, Hermès-Lavoisier pp. 25-82, 2015.
ISTE-WILEY Extraction and segmentation of structures in image sequences
O. Bernard, P. Clarysse, T. Dietenbeck, D. Friboulet, S. Jehan-Besson and J. Pousin
Multi-modality Cardiac Imaging pp. 3-52, ISTE WILEY 2015.

International publications

PLOS-ONE Improved estimation of cardiac function parameters using a combination of independent automated segmentation results in cardiovascular magnetic resonance imaging,
J. Lebenberg, A. Lalande, P. Clarysse, I. Buvat, C. Casta, A. Cochet, C. Constantinidès, J. Cousty, A. de Cesare, S. Jehan-Besson, M. Lefort, L. Najman, E. Roullot, L. Sarry, C. Tilmant, F. Frouin, M. Garreau,
PONE-D-15-17875R1, August 2015.
IRBM Statistical region-based active contours for segmentation: An overview,
F. Lecellier, S. Jehan-Besson, J. Fadili,
IRBM vol. 35, issue 1, pp. 3-10, 2014.
TMI Nonsupervised Ranking of Different Segmentation Approaches: Application to the Estimation of the Left Ventricular Ejection Fraction From Cardiac Cine MRI Sequences
J. Lebenberg, I. Buvat, A. Lalande, P. Clarysse, C. Casta, A. Cochet, C. Constantinid{\'e}s, J. Cousty, A. De Cesare, S. Jehan-Besson, M. Lefort, L. Najman, E. Roullot, L. Sarry, C. Tilmant, M. Garreau, F. Frouin
IEEE Transactions on Medical Imaging 31, 8, pp. 1651-1660, 2012.
JMIV An Augmented Lagrangian method for TVg+L1 norm minimization
J. Koko, S. Jehan-Besson
Journal of Mathematical Imaging and Vision, Volume 38, Number 3, 182-196, DOI: 10.1007/s10851-010-0219-1, 2010.
JMIV Region-based active contours with exponential family observations
F. Lecellier, J. Fadili, S. Jehan-Besson, G. Aubert, M. Revenu, E. Saloux
Journal of Mathematical Imaging and Vision, Volume 36, Issue 1, pp. 28-45, 2010.
VLSI A Time-Consistent Video Segmentation Algorithm designed for Real-Time Implementation
M. Elhassani, S. Jehan-Besson, L. Brun, M. Revenu, M. Duranton, D. Tschumperle, D. Rivasseau
VLSI Design, 2008.
JMIV Segmentation of vectorial image features using shape gradients and information measures
A. Herbulot, S. Jehan-Besson, S. Duffner, M. Barlaud, G. Aubert
Journal of Mathematical Imaging and Vision, to appear, 2006.
APPLIED OPTICS From snakes to region-based active contours defined by region-dependent parameters
S. Jehan-Besson, M. Gastaud, F. Precioso, M. Barlaud, G. Aubert, E. Debreuve
Applied Optics, Special Issue on Methods for automatic target recognition, vol.43 (2) : 247-256, January, 2004
IJCV DREAM2S: Deformable Regions driven by an Eulerian Accurate Minimization Method for image and video segmentation
S. Jehan-Besson, M. Barlaud, G. Aubert
International Journal of Computer Vision, Vol. 53(1), 45-70, 2003.
SIAM Image Segmentation Using Active Contours: Calculus of Variations or Shape Gradients?
G. Aubert, M. Barlaud, O. Faugeras, S. Jehan-Besson
SIAM Applied Mathematics, Vol. 63(6), 2128-2154, 2003.
EURASIP A 3-Step Algorithm using Region-Based Active Contours for Video Objects Detection
S. Jehan-Besson, M. Barlaud, G. Aubert
EURASIP Journal on Applied Signal Processing, Vol. 2002, n°6, pages 572-581, juin 2002.

Patent

NXP Pixel Processing
M. Elhassani, M. Duranton, S. Jehan-Besson
Patent EP 07291192.8 with NXP (10/2008), US Patent 12681366 (07/2010).

Preprints

Preprint 2016 A mutual reference shape for segmentation fusion and evaluation
S. Jehan-Besson, R. Clouard, C. Tilmant, A. de Cesare, A. Lalande, J. Lebenberg, P. Clarysse, L. Sarry, F. Frouin, M. Garreau.
submitted to JMIV june 2016.
HAL'13 Definition of a mutual reference shape based on information theory and active contours
S. Jehan-Besson, C. Tilmant, A. De Cesare, A. Lalande, A. Cochet, J. Cousty, J. Lebenberg, M. Lefort, P. Clarysse, R. Clouard, L. Najman, L. Sarry, F. Frouin, M. Garreau
preprint in HAL : hal-00844144.

International Conferences

IPTA'16 Comparison of 2D and 3D region-based deformable models and random walker methods for PET segmentation
K. Gosse, S. Jehan-Besson, F. Lecellier, S. Ruan
IEEE 6th International Conference on Image Processing Theory Tools and Applications (IPTA), Finlande, Dec. 2016.
ICIP'14 A mutual reference shape based on information theory
S. Jehan-Besson, C. Tilmant, A. de Cesare, A. Lalande, A. Cochet, J. Cousty, J. Lebenberg, M. Lefort, P. Clarysse, R. Clouard, L. Najman, L. Sarry, F. Frouin, M. Garreau
International Conference on Image Processing ICIP, pp. 887-891, Paris, France, 2014. ranked in the Top 10% papers of ICIP 2014
CAIP'13 A color-based selective and interactive filter using weighted TV
C. Loosli, F. Lecellier, S. Jehan-Besson, J. Koko
International Conference on Computer Analysis of Images and Pattern CAIP, LNCS, York UK, august 2013.
ESMRMB'13 Combining multiple automated segmentations of the left ventricle in cardiac MRI : a statistical validation
J. Lebenberg, F. Frouin, P. Clarysse, I. Buvat, C. Casta, A. Cochet, C. Constantinidès, J. Cousty, A. De Cesare, S. Jehan-Besson, M. Lefort, L. Najman, E. Roullot, L. Sarry, C. Tilmant, A. Lalande, M. Garreau,
European Society for Magnetic Resonance in Medicine and Biology (ESMRMB), october 2013.
CPCV'12 Uzawa Block Relaxation methods for color image restoration
C. Loosli, S. Jehan-Besson, J. Koko
ECCV 2012, CPCV Workshop, LNCS Vol. 7584, pp. 492-503, october 2012.
ESMRMB'12 A reference free approach for the comparative evaluation of eight segmentation methods for the estimation of the left ventricular ejection fraction in cardiac MRI
A. Lalande, J. Lebenberg, I. Buvat, P. Clarysse, C. Casta, A. Cochet, C. Constantinid{\`e}s, J. Cousty, A. De Cesare, S. Jehan-Besson, M. Lefort, L. Najman, E. Roullot, L. Sarry, C. Tilmant, M. Garreau, F. Frouin,
European Society for Magnetic Resonance in Medicine and Biology (ESMRMB), october 2012.
IMACS'11 A dual decomposition method for color image restoration
C. Loosli, J. Koko, S. Jehan-Besson
International symposium on iterative methods in scientific computing (IMACS), Morocco, 2011.
SAMPTA'11 Multiscale transforms for region-based texture segmentation
J. Fadili, F. Lecellier, S. Jehan-Besson
International Conference on Sampling theory and Applications, Singapore, 2011.
EMBC'11 Comparison of different segmentation approaches without using gold standard. Application to the estimation of the left ventricle ejection fraction from cardiac cine MRI sequences
J. Lebenberg, I. Buvat, M. Garreau, C. Casta, C. Constantinidès, J. Cousty, A. Cochet, S. Jehan-Besson, C. Tilmant, M. Lefort, E. Roullot, L. Najman, L. Sarry, P. Clarysse, A. de Cesare, A. Lalande, F. Frouin
International Conf. of the IEEE Engineering in Medecine and Biology Society, Boston USA, september 2011.
VISAPP'10 Fast dual minimization of weighted TV + L1-norm for salt and pepper noise removal
J. Koko, S. Jehan-Besson
VISAPP, Angers, May 2010. BEST PAPER AWARD
EMBS'09 A MRI Myocardial Perfusion Analysis Tool
G. Née, S. Jehan-Besson, L. Brun, M. Revenu, M. Hamon, M. Hamon-Kérautret, M. Perrin
International Conference IEEE on Engineering in Medecine and Biology Society, Minnesota, USA, September 2009.
CAIP'09 Significance tests and statistical inequalities for segmentation by region growing on graph
G. Née, S. Jehan-Besson, L. Brun, M. Revenu
International Conference on Computer Analysis of Images and Patterns (CAIP), Germany, september 2009.
SSVM'09 Optimization of divergences within the exponential family for image segmentation
F. Lecellier, S. Jehan-Besson, J. Fadili, G. Aubert, M. Revenu
International Conference on Scale Space and Variational Methods in Computer Vision (SSVM), Norway , June, 2009.
SSPR'08 Significance tests and statistical inequalities for region matching
G. Née, S. Jehan-Besson, L. Brun, M. Revenu
International Workshop on Statistical Pattern Recognition (SSPR), Florida, December 2008.
ICPR'08 Region-based active contours and sparse representations for texture segmentation
F. Lecellier, J. Fadili, S. Jehan-Besson, G. Aubert, M. Revenu
International Conference on Pattern Recognition, Florida, December 2008.
ICECS'06 A time-consistent video segmentation algorithm designed for real-time implementation
M. El hassani, D. Rivasseau, S. Jehan-Besson, M. Revenu, D. Tschumperlé, L. Brun, M. Duranton
IEEE International Conference on Electronics, Circuits and Systems, Nice France, December 2006.
ICIP'06 Region-based active contours with noise and shape priors
F. Lecellier, S. Jehan-Besson , M.J. Fadili , G. Aubert, M. Revenu, E. Saloux
International Conference on Image Processing, Atlanta, October 2006.
ICASSP'06 Statistical region-based active contours with exponential family observations
F. Lecellier, S. Jehan-Besson , M.J. Fadili , G. Aubert, M. Revenu
International Conference on Acoustics, Speech, and Signal Processing, Toulouse, May 2006.
ICIS'06 Vectorization of a statistical segmentation
M. El hassani, D. Rivasseau, M. Duranton, S. Jehan-Besson , D. Tschumperlé, L. Brun, M. Revenu
International Congress of Imaging Science, Rochester, May 2006.
ICIP'04 Shape gradient for multi-modal image segmentation using mutual information
A. Herbulot, S. Jehan-Besson, M. Barlaud,G. Aubert
International Conference on Image Processing, October 2004
WIAMIS'04 Shape gradient for multi-modal image segmentation using joint intensity distributions
A. Herbulot, S. Jehan-Besson, M. Barlaud, G. Aubert
WIAMIS 5th International Workshop on Image Analysis for Multimedia Interactive Services, Lisboa, Portugal, April 2004.
ICASSP'04 Shape gradient for image segmentation using information theory
A. Herbulot, S. Jehan-Besson, M. Barlaud, G. Aubert
International Conference on Acoustics, Speech, and Signal Processing, Montreal, 2004.
ICCV'03 Shape gradients for histogram segmentation using active contours
S. Jehan-Besson, M. Barlaud, G. Aubert, O. Faugeras
International Conference on Computer Vision, Nice, october 2003.
ICIP'03 Region-based active contours using geometrical and statistical features for image segmentation
S. Jehan-Besson, M. Gastaud, M. Barlaud, G. Aubert
Special session : Partial Differential Equations and Differential Geometry in Image Processing, International Conference on Image Processing, Barcelone, Espagne, september 2003.
ECCV'02 DREAM2S: Deformable Regions driven by an Eulerian Accurate Minimization Method for image and video segmentation, application to face detection in color video sequences
S. Jehan-Besson, M. Barlaud, G. Aubert
European Conference on Computer Vision, Copenhagen, Denmark, mai 2002.
ICIP'01 Region-based active contours for video object segmentation with camera compensation
S. Jehan-Besson, M. Barlaud, G. Aubert
International Conference on Image Processing, Thessaloniki, Greece, october 2001.
ICIP'01 An object-based motion method for video coding
S. Jehan-Besson, M. Barlaud, G. Aubert
International Conference on Image Processing, Thessaloniki, Greece, october 2001.
ICCV'01 Video object segmentation using eulerian region-based active contours
S. Jehan-Besson, M. Barlaud, G. Aubert
International Conference on Computer Vision, Vancouver, july 2001.
WIAMIS'01 A 3-Step algorithm using region-based active contours for video objects detection
S. Jehan-Besson, M. Barlaud, G. Aubert
Workshop on Image Analysis For Multimedia Interactive Services, Tampere, Finland, may 2001.
ICPR'00 Detection and tracking of moving objects using a new level set based method
S. Jehan-Besson, M. Barlaud, G. Aubert
International Conference on Pattern Recognition, Barcelona, september 2000.

Some talks

GDR'13 Approches variationnelles pour la segmentation : le point sur les critères à optimiser et les méthodes de résolution associées
S. Jehan-Besson, Journées conjointes du GDR ISIS et du GDR Stic-Santé, Segmentation d'images médicales : approches variationnelles et statistiques, juin 2013.
GDR'12 Estimation variationnelle d'une forme mutuelle pour l'évaluation sans gold standard de différentes méthodes de segmentation
S. Jehan-Besson, Journée du GDR Stic-Santé, évaluation en imagerie cardiaque, juillet 2012.
MIA'04 Shape gradients for image and video segmentation
S. Jehan-Besson, A. Herbulot, M. Barlaud, G. Aubert
Mathematics and Image Analysis Paris, September 6-9, 2004.

National conferences

GRETSI'11 Filtrage géométrique par minimisation de la norme TVg+L1
C. Loosli, S. Jehan-Besson, J. Koko
GRETSI, Bordeaux, 2011.
GRETSI'11 Estimation d'une forme mutuelle pour l'évaluation de la segmentation en imagerie cardiaque
S. Jehan-Besson, C. Tilmant, A. de Cesare, C. Casta, C. Constantinidès, A. Cochet, J. Cousty, M. Lefort, P. Clarysse, A. Lalande, L. Najman, L. Sarry, F. Frouin, M. Garreau.
GRETSI, Bordeaux, 2011.
RITS'11 Méthodologie pour comparer différentes méthodes d'extraction de biomarqueurs sans méthode de référence. Application à la segmentation du ventricule gauche en IRM cardiaque pour estimer la fraction d'éjection
F. Frouin, M. Garreau, I. Buvat, C. Casta, C. Constantinidès, J. Cousty, A. Cochet, S. Jehan-Besson, C. Timant, M. Lefort, L. Najman, L. Sarry, P. Clarysse, A. de Cesare, A. Lalande
Journées RITS de Recherche en Imagerie et Technologies de la Santé, Rennes, avril 2011.
RITS'09 Les contours actifs basés régions avec a priori de bruit et de forme
F. Lecellier, S. Jehan-Besson, MJ. Fadili, G. Aubert, M. Revenu, E. Saloux
RITS, Journées de Recherche en Imagerie et Technologies de la Santé, 2009.
CORESA'06 Conception d'un algorithme robuste de segmentation vidéo pour des applications temps réel
M. Elhassani, D. Rivasseau, S. Jehan-Besson, M. Revenu , D. Tschumperle , L. Brun , M. Duranton
CORESA, Caen, november, 2006.
GRETSI'05 Utilisation des gradients de forme et des contours actifs basés régions pour la segmentation des vecteurs mouvement
S. Jehan-Besson, S. Duffner, A. Herbulot, M. Barlaud, G. Aubert
GRETSI, Louvain la Neuve, Belgique, september 2005.
GRETSI'01 Contours actifs basés régions pour la segmentation des objets en mouvement dans les séquences à caméra fixe ou mobile
S. Jehan-Besson, M. Barlaud, G. Aubert
GRETSI, Toulouse, september 2001.
CORESA'00 Segmentation et suivi des objets en mouvement dans une séquence vidéo par contours actifs basés régions
S. Jehan-Besson, M. Barlaud, G. Aubert
CORESA, Poitiers, october 2000.
RFIA'00 Segmentation spatio-temporelle d'objets en mouvement dans une séquence vidéo par contours actifs déformables
S. Jehan, E. Debreuve, M. Barlaud, G. Aubert
RFIA, Paris, february 2000

PhD

Ph.D. Modèles de contours actifs basés régions pour la segmentation d'images et de vidéos
S. Jehan-Besson
Université de Nice-Sophia Antipolis

Reports

RR 09/07 An Augmented Lagrangian method for TVg+L1 norm minimization
J. Koko, S. Jehan-Besson
Research report LIMOS RR09/07 .
RR GREYC'07 Region-based active contours with exponential family observations
F. Lecellier, J. Fadili, S. Jehan-Besson, G. Aubert, M. Revenu, E. Saloux
Les Cahiers du GREYC, 2007
RR-I3S-INRIA'02 Image Segmentation Using Active Contours: Calculus of Variations or Shape Gradients?
G. Aubert, M. Barlaud, O. Faugeras, S. Jehan-Besson
Research Report INRIA, RR-4483/ Research Report I3S, RR-2002-18-FR
RR-I3S'02 DREAM2S: Deformable Regions driven by an Eulerian Accurate Minimization Method for image and video segmentation
S. Jehan-Besson, M. Barlaud, Gilles Aubert
Research Report I3S, 2002
RR-I3S'00 Eulerian region-based active contours for segmentation and tracking of non-rigid video objects
S. Jehan-Besson, M. Barlaud, Gilles Aubert
Research Report I3S, 2000