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101 Articles
101 - New Prospects in Line Detection by Dynamic Programming.
N. Merlet and J. Zerubia. IEEE Trans. Pattern Analysis and Machine Intelligence, 18(4): pages 426-431, April 1996.
Keywords : Line detection, dynamic programming, energy minimization, curvature, satellite images.

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31 PhD Thesis and Habilitations
1 - Processus ponctuels et algorithmes de coupure minimal de graphe appliqués à l'extraction d'objets 2D et 3D.
A. Gamal Eldin. PhD Thesis, Universite de Nice Sophia Antipolis, October 2011.
Keywords : Multiple object detection, Multiple Birth and Cut, Graph Cut, Multiple Birth and Death, Marked point process, Stochastic geometry.
2 - Phase fields for network extraction from images.
A. El Ghoul. PhD Thesis, Universite de Nice - Sophia-Antipolis, September 2010.
Keywords : Shape prior, Higher-order actif contours, Phase Field, Stability analysis, Directed networks, river extraction.
3 - Blind Deconvolution for Confocal Laser Scanning Microscopy.
P. Pankajakshan. PhD Thesis, Universite de Nice Sophia Antipolis, December 2009.
Keywords : Confocal Laser Scanning Microscopy, Blind Deconvolution, point spread function, Maximum likelihood estimation , total variation regularization.
4 - Shape recognition for image scene analysis.
M. S. Kulikova. PhD Thesis, Universite de Nice - Sophia-Antipolis, December 2009.
Keywords : tree crown , Classification, Shape, multiple object extraction, Marked point process, Shape prior.
5 - Détection de Filaments dans des images 2D et 3D; modélisation, étude mathématique et algorithmes..
A. Baudour. PhD Thesis, Universite de Nice Sophia Antipolis, May 2009.
Keywords : imagerie 3D, Segmentation, filaments, Deconvolution, Variational methods, mocroscopie confocale.
6 - New higher-order active contour models, shape priors, and multiscale analysis: their application to road network extraction from very high resolution satellite images.
T. Peng. PhD Thesis, Universite de Nice Sophia Antipolis, November 2008.
Keywords : Higher-order active contour, Phase Field, Prior, Multiresolution, Road network, Very high resolution.
Copyright :
7 - Algorithmes rapides d'optimisation convexe. Application à la reconstruction d'images et à la détection de changements.
P. Weiss. PhD Thesis, Universite de Nice Sophia Antipolis, November 2008.
Keywords : Convex optimization, nesterov scheme, Sparse representations, Total variation, Change detection, level lines.
Copyright :
8 - Détection et classification de changements sur des scènes urbaines en télédétection.
A. Fournier. PhD Thesis, Institut Supérieur de l'Aéronautique et de l'Espace, October 2008.
Keywords : détection de changements, Satellite images, lignes de niveau, Classification, Urban areas, statistiques directionnelles.
9 - Détection de zones brûlées après un feu de forêt à partir d'une seule image satellitaire SPOT 5 par techniques SVM.
O. Zammit. PhD Thesis, Universite de Nice Sophia Antipolis, September 2008.
Keywords : Classification, Satellite images, Burnt areas, Forest fires, Support Vector Machines, Region Growing.
Copyright :
10 - The 'Gas of circles' model and its application to tree crown extraction.
P. Horvath. PhD Thesis, Universite de Szeged, Universite de Nice Sophia Antipolis, December 2007.
Keywords : geometric prior, Contours actifs d'ordre supérieur, Phase Field, Gas of circles.
11 - Modèles stochastiques pour la reconstruction tridimensionnelle d'environnements urbains.
F. Lafarge. PhD Thesis, Ecole des Mines de Paris, October 2007.
Keywords : 3D reconstruction, Urban areas, Satellite images, Structural approach, Simulated Annealing, MCMC.
12 - Indexing of satellite images using structural information.
A. Bhattacharya. PhD Thesis, Ecole Nationale Supérieure des Télécommunications, 2007.
Keywords : Landscape, Segmentation, Features, Extraction, Classification, Data mining.
13 - Etude du couvert forestier par processus ponctuels marqués.
G. Perrin. PhD Thesis, Ecole Centrale Paris, October 2006.
Keywords : Tree Crown Extraction, Marked point process, Stochastic geometry, Object extraction, RJMCMC.
14 - Constance de largeur et désocclusion dans les images digitales.
E. Villéger. PhD Thesis, Universite de Nice Sophia Antipolis, December 2005.
15 - Contours actifs d'ordre supérieur et leur application à la détection de linéiques dans des images de télédétection.
M. Rochery. PhD Thesis, Universite de Nice Sophia Antipolis, Sophia Antipolis, September 2005.
Keywords : Active contour, Higher-order, Phase Field, Line networks, Road network.
16 - Processus Ponctuels Marqués pour l'Extraction Automatique de Caricatures de Bâtiments à partir de Modèles Numériques d'Elévation.
M. Ortner. PhD Thesis, Universite de Nice Sophia Antipolis, October 2004.
Keywords : Marked point process, Object extraction, Buildings, Digital Elevation Model (DEM), RJMCMC, Stochastic geometry.
17 - Extraction de Réseaux Linéiques à partir d'Images Satellitaires et Aériennes par Processus Ponctuels Marqués.
C. Lacoste. PhD Thesis, Universite de Nice Sophia Antipolis, September 2004.
Keywords : Stochastic geometry, Object extraction, RJMCMC, Line networks, Simulated Annealing, Marked point process.
18 - Contribution à l'Analyse de Textures en Traitement d'Images par Méthodes Variationnelles et Equations aux Dérivées Partielles.
J.F. Aujol. PhD Thesis, Universite de Nice Sophia Antipolis, June 2004.
Keywords : Image decomposition, Classification, Restoration, Fonctional analysis, Bounded Variation Space, Sobolev space.
19 - Méthodes stochastiques en analyse d'image : des champs de Markov aux processus ponctuels marqués.
X. Descombes. Habilitation à diriger des Recherches, Universite de Nice Sophia Antipolis, February 2004.
Keywords : Markov Fields, Stochastic geometry.
20 - Analyse du milieu urbain par une approche de fusion de données satellitaires optiques et radar.
O. Viveros-Cancino. PhD Thesis, Universite de Nice Sophia Antipolis, 2003.
21 - A Probabilistic Framework for Adaptive Texture Description.
K. Brady. PhD Thesis, Universite de Nice Sophia Antipolis, 2003.
22 - Modèles Variationnels et Équations aux Dérivées Partielles pour le Déroulement de Phase en Interférométrie Radar de Type RSO.
C. Lacombe. PhD Thesis, Universite de Nice Sophia Antipolis, 2003.
Note : papier (tu-0816)
23 - Segmentation d'images d'observation de la Terre par des techniques de géométrie probabiliste.
S. Drot. PhD Thesis, Universite de Nice Sophia Antipolis, December 2002.
Note : papier (tu-0758)
24 - Analyse de texture dans l'espace hyperspectral par des méthodes probabilistes.
G. Rellier. PhD Thesis, Universite de Nice Sophia Antipolis, November 2002.
Keywords : Hyperspectral imaging, Texture, Classification, Markov Fields.
25 - Modèles, estimation bayésienne et algorithmes pour la déconvolution d'images satellitaires et aériennes.
A. Jalobeanu. PhD Thesis, Universite de Nice Sophia Antipolis, December 2001.
26 - Processus ponctuels pour l'extraction de réseaux linéiques dans les images satellitaires et aériennes.
R. Stoica. PhD Thesis, Universite de Nice Sophia Antipolis, February 2001.
Keywords : Marked point process, Line networks, Road network, Stochastic geometry, RJMCMC.
27 - Contribution à la classification d'images satellitaires par approche variationnelle et équations aux dérivées partielles.
C. Samson. PhD Thesis, Universite de Nice Sophia Antipolis, September 2000.
Keywords : Classification, Restoration, Level sets, Active contour.
28 - Sur quelques Problèmes Inverses en Traitement d'Image.
L. Blanc-Féraud. Habilitation à diriger des Recherches, Universite de Nice Sophia Antipolis, July 2000.
Keywords : Partial differential equation, Restoration, Regularization, Gamma Convergence, Variational methods.
29 - Analyse de Texture par Méthodes Markoviennes et par Morphologie Mathématique : Application à l'Analyse des Zones Urbaines sur des Images Satellitales.
A. Lorette. PhD Thesis, Universite de Nice Sophia Antipolis, September 1999.
Keywords : Texture, Segmentation, Markov Fields, Mathematical morphology, Urban areas.
30 - Modélisation de la Redondance d'Image, Etude et Application à la Classification.
E. Volden. PhD Thesis, Ecole des Mines de Paris, January 1998.
31 - Extraction de Thèmes Cartographiques dans les Images Satellites ou Aériennes. Application à la Génération de Quick-Looks Adaptatifs et à la Compression des Images.
J.M. Benharrosh. PhD Thesis, Universite de Nice Sophia Antipolis, 1998.
Note : papier (tu-0524)

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245 Conference articles
1 - Change detection with synthetic aperture radar images by Wilcoxon statistic likelihood ratio test.
V. Krylov and G. Moser and A. Voisin and S.B. Serpico and J. Zerubia. In Proc. IEEE International Conference on Image Processing (ICIP), Orlando, United States, October 2012.
2 - Classification of multi-sensor remote sensing images using an adaptive hierarchical Markovian model.
A. Voisin and V. Krylov and G. Moser and S.B. Serpico and J. Zerubia. In EURASIP, Bucarest, Romania, August 2012.
3 - A Comparison of Texture and Amplitude based Unsupervised SAR Image Classifications for Urban Area Extraction.
K. Kayabol and J. Zerubia. In IEEE International Geoscience and Remote Sensing Symposium, pages 4054-4057, Munich, Germany, July 2012.
4 - An hierarchical approach for model-based classification of SAR images.
K. Kayabol and J. Zerubia. In 20th Signal Processing and Communications Applications Conference, Mugla, Turkey, April 2012.
5 - Multichannel hierarchical image classification using multivariate copulas.
A. Voisin and V. Krylov and G. Moser and S.B. Serpico and J. Zerubia. In IS&T/SPIE Electronic Imaging – Computational Imaging X, San Francisco, United States, January 2012.
6 - Building large urban environments from unstructured point data.
F. Lafarge and C. Mallet. In Proc. IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain, November 2011.
7 - Synthetic Aperture Radar Image Classification via Mixture Approaches.
V. Krylov and J. Zerubia. In Proc. IEEE International Conference on Microwaves, Communications, Antennas and Electronic Systems (COMCAS), Tel Aviv, Israel, November 2011.
Keywords : Synthetic Aperture Radar (SAR), remote sensing, high resolution, Classification, finite mixture models, generalized gamma distribution.
Copyright : IEEE
8 - Tree crown detection in high resolution optical images during the early growth stages of eucalyptus plantations in Brazil.
J. Zhou and C. Proisy and X. Descombes and J. Zerubia and G. Le Maire and Y. Nouvellon and P. Couteron. In Asian Conference on Pattern Recognition (ACPR), Beijing, China, November 2011.
Keywords : tree detection, Eucalyptus plantation, Marked point process, multi-date detection.
9 - Estimation of an optimal spectral band combination to evaluate skin disease treatment efficacy using multi-spectral images.
S. Prigent and D. Zugaj and X. Descombes and P. Martel and J. Zerubia. In Proc. IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, September 2011.
10 - Two constrained formulations for deblurring Poisson noisy images.
M. Carlavan and L. Blanc-Féraud. In Proc. IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, September 2011.
Keywords : Poisson deconvolution, discrepancy principle, constrained convex optimization.
11 - A fast multiple birth and cut algorithm using belief propagation.
A. Gamal Eldin and X. Descombes and Charpiat G. and J. Zerubia. In Proc. IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, September 2011.
Keywords : Multiple Birth and Cut, multiple object extraction, Graph Cut, Belief Propagation.
12 - Formulation contrainte pour la déconvolution de bruit de Poisson.
M. Carlavan and L. Blanc-Féraud. In Proc. GRETSI Symposium on Signal and Image Processing, Bordeaux, France, September 2011.
Keywords : 3D confocal microscopy, constrained convex optimization, discrepancy principle, Poisson noise.
13 - SAR image classification with non- stationary multinomial logistic mixture of amplitude and texture densities.
K. Kayabol and A. Voisin and J. Zerubia. In Proc. IEEE International Conference on Image Processing (ICIP), pages 173-176, Brussels, Belgium, September 2011.
Keywords : High resolution SAR images, Classification, Texture, Multinomial logistic, Classification EM algorithm.
14 - Classification bayésienne supervisée d’images RSO de zones urbaines à très haute résolution.
A. Voisin and V. Krylov and J. Zerubia. In Proc. GRETSI Symposium on Signal and Image Processing, Bordeaux, September 2011.
Keywords : SAR Images, Classification, Urban areas, Markov Fields, Hierarchical models.
15 - Restauration d'image dégradée par un flou spatialement variant.
S. Ben Hadj and L. Blanc-Féraud. In Proc. GRETSI Symposium on Signal and Image Processing, Bordeaux, France, September 2011.
16 - Extraction et caractérisation de régions saines et pathologiques à partir de micro-tomographie RX du système vasculaire cérébral.
X. Descombes and A. Gamal Eldin and F. Plouraboue and C. Fonta and S. Serduc and G. Le Duc and T. Weitkamp. In Proc. GRETSI Symposium on Signal and Image Processing, Bordeaux, France, September 2011.
17 - Reconstruction 3D du bâti à partir d'une seule image par naissances et morts multiples.
J.D. Durou and X. Descombes and P. Lukashevish and A. Kraushonak. In Proc. GRETSI Symposium on Signal and Image Processing, Bordeaux, France, September 2011.
18 - Generating compact meshes under planar constraints: an automatic approach for modeling buildings lidar.
Y. Verdié and F. Lafarge and J. Zerubia. In Proc. IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, September 2011.
Keywords : 3D-Modeling, shape analysis, Mesh processing.

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