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245 Conference articles
219 - Isotropic properties of some multi-body interaction models.
X. Descombes and E. Pechersky. In Proc. Fundamental Structural Properties in Image and Pattern Analysis, Budapest, Hongrie, September 1999.
220 - Restauration automatique d'images satellitaires par une méthode MCMC.
A. Jalobeanu and L. Blanc-Féraud and J. Zerubia. In Proc. GRETSI Symposium on Signal and Image Processing, Vannes, France, September 1999.
221 - A Level Set Model for Image Classification.
C. Samson and L. Blanc-Féraud and G. Aubert and J. Zerubia. In Proc. Scale-Space, Corfu, Grèce, September 1999.
222 - Metropolis vs Kawasaki dynamic for image segmentation based on Gibbs models.
X. Descombes and E. Pechersky. In Proc. Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), York, UK, July 1999.
223 - Graph-matching model using Gibbsian modeling : application to map-SPOT image road networks for map updating.
X. Descombes and C. Hivernat and S. Randriamasy and J. Zerubia. In Proc. SPIE Conference on Wavelets, Denver, USA, July 1999.
224 - Hyperparameter estimation for satellite image restoration by a MCMCML method.
A. Jalobeanu and L. Blanc-Féraud and J. Zerubia. In Proc. Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), York,UK, July 1999.
225 - Simultaneous Image Classification and Restoration Using a Variational Approach.
C. Samson and L. Blanc-Féraud and G. Aubert and J. Zerubia. In Proc. IEEE Computer Vision and Pattern Recognition (CVPR), Fort Collins, Colorado, USA, June 1999.
226 - Déconvolution d'images satellitaires: modèles et estimation de paramètres.
A. Jalobeanu and L. Blanc-Féraud and J. Zerubia. In Proc. Traitement et Analyse de l'Information - Méthodes et Applications (TAIMA), Hammamet, Tunisie, March 1999.
227 - Auxiliary functions and optimal scanning for road detection by dynamic programming.
N. Merlet and J. Zerubia. In Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Phoenix, USA, March 1999.
228 - Qualification automatique des résultats d'une mise en correspondance de réseaux routiers en vue de la mise à jour cartographique.
C. Hivernat and S. Randriamasy and X. Descombes and J. Zerubia. In Proc. International Society for Photogrammetry and Remote Sensing (ISPRS), Paris, France, 1999.
229 - Classification et Restauration d'Images par Approche Variationnelle.
C. Samson and L. Blanc-Féraud and G. Aubert and J. Zerubia. In Proc. Journées des jeunes chercheurs en vision par ordinateur, Aussois, France, 1999.
230 - Globally optimal regions and boundaries.
I. H. Jermyn and H. Ishikawa. In Proc. IEEE International Conference on Computer Vision (ICCV), 1999.
Keywords : global, optimum, Graph, Cycle, Ratio, Segmentation.
Copyright :
231 - Active contour models for segmentation and reconstruction on medical images.
S. Teboul and L. Blanc-Féraud and G. Aubert and M. Barlaud. In Asilomar Conference, USA, November 1998.
232 - Image Retrieval and Indexing: A Hierarchical Approach in Computing the Distance between Textured Images.
R. Stoica and J. Zerubia and J.M. Francos. In Proc. IEEE International Conference on Image Processing (ICIP), Chicago, USA, October 1998.
233 - Motion-based segmentation by means of active contours.
R. Ciampini and L. Blanc-Féraud and M. Barlaud and E. Salerno. In Proc. IEEE International Conference on Image Processing (ICIP), Chicago, USA, October 1998.
234 - Unsupervised deconvolution of satellite images.
M. Khoumri and L. Blanc-Féraud and J. Zerubia. In Proc. IEEE International Conference on Image Processing (ICIP), Chicago, USA, October 1998.
235 - Segmentation of urban areas in SPOT images using MRF.
F. Richard and F. Falzon and J. Zerubia and G. Giraudon. In Proc. European Signal Processing Conference (EUSIPCO), Rhodes, September 1998.
236 - An unsupervised clustering method using the entropy minimization.
G. Palubinskas and X. Descombes and F. Kruggel. In Proc. International Conference on Pattern Recognition (ICPR), Brisbane, Australia, August 1998.
237 - Hyperparameter estimation of a variational model using a stochastic gradient.
J. Zerubia and L. Blanc-Féraud. In Proc. International Symposium on Optical Science, Engineering and Instrumentation, San Diego, USA, July 1998.
238 - Real-Time 3D vizualization for medical images reconstruction and segmentation.
F. Diard and S. Teboul and L. Blanc-Féraud and M. Barlaud. In IEEE Image and MultiDimensional Signal Processing, Autriche, July 1998.
239 - On the use of nonlinear regularization in inverse methods for the solar tachocline profile determination.
T. Corbard and G. Berthomieu and J. Provost and L. Blanc-Féraud. In Structure and Dynamics of the Interior of the Sun and Sun-like Stars, Vol. ESA SP-418, Ed. S.G. Korzennik & A. Wilson, Publ. ESA Publications Division, Noordwijk, The Netherlands, July 1998.
240 - Preprocessing of fMR Datasets.
F. Kruggel and X. Descombes and Y. von Cramon. In Proc. IEEE Workshop on Biomedical Image Analysi, pages 211-220, Los Alamitos, USA, June 1998.
241 - A step toward high resolution 3D SAR.
B. Pairault and M. Berthod. In Proc. European Conference on Synthetic Aperture Radar, Friedrichshafen, Germany, May 1998.
242 - The two-dimensional Wold decomposition for segmentation and indexing in image libraries.
R. Stoica and J. Zerubia and J.M. Francos. In Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seattle, USA, May 1998.
243 - Denoising by extracting fractional order singularities.
H. Shekarforoush and J. Zerubia and M. Berthod. In Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seattle, USA, May 1998.
244 - Die Vorerarbeitung von fMRI-Daten.
F. Kruggel and X. Descombes and Y. von Cramon. In Bildverarbeitung für die Medizin, Algorithmen - Systeme - Anwendungen, Universitätsklinikum der RWTH Aachen, Germany, March 1998.
245 - Fully Bayesian image segmentation-an engineering perspective.
R. Morris and X. Descombes and J. Zerubia. In Proc. IEEE International Conference on Image Processing (ICIP), Vol. 3, pages 54-57, Santa Barbara, CA, USA, October 1997.
Keywords : Bayes methods, Markov processes, Monte Carlo methods, Image sampling, Image segmentation.

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90 Technical and Research Reports
1 - Classification of very high resolution SAR images of urban areas.
A. Voisin and V. Krylov and G. Moser and S.B. Serpico and J. Zerubia. Rapport de recherche 7758, INRIA, October 2011.
Keywords : Synthetic Aperture Radar (SAR) image, Supervised classification, Bayesian, finite mixture models, hierarchical Markov random fields, wavelet.
2 - On the Method of Logarithmic Cumulants for Parametric Probability Density Function Estimation.
V. Krylov and G. Moser and S.B. Serpico and J. Zerubia. Research Report 7666, INRIA, July 2011.
Keywords : Probability density function, Parameter estimation, generalized gamma distribution, K-distribution, Synthetic Aperture Radar (SAR), Classification.
Copyright : INRIA/ARIANA
3 - Unsupervised amplitude and texture based classification of SAR images with multinomial latent model.
K. Kayabol and J. Zerubia. Research Report 7700, INRIA, July 2011.
Keywords : High resolution SAR, Classification, Texture.
4 - Restoration mehod for spatially variant blurred images.
S. Ben Hadj and L. Blanc-Féraud. Research Report 7654, INRIA, June 2011.
Keywords : Deconvolution, energy minimization, spatially-variant PSF, Total variation.
5 - Complex wavelet regularization for 3D confocal microscopy deconvolution.
M. Carlavan and L. Blanc-Féraud. Research Report 7366, INRIA, August 2010.
Keywords : 3D confocal microscopy, Deconvolution, complex wavelet regularization, discrepancy principle, Alternating Direction technique.
6 - Estimation des paramètres de modèles de processus ponctuels marqués pour l'extraction d'objets en imagerie spatiale et aérienne haute résolution .
S. Ben Hadj and F. Chatelain and X. Descombes and J. Zerubia. Rapport de recherche 7350, INRIA, July 2010.
Keywords : Marked point process, RJMCMC, Simulated Annealing, Stochastic EM (SEM), pseudo-vraisemblance, Object extraction.
7 - Building Extraction and Change Detection in Multitemporal Aerial and Satellite Images in a Joint Stochastic Approach.
C. Benedek and X. Descombes and J. Zerubia. Research Report 7143, INRIA, Sophia Antipolis, December 2009.
Keywords : Change detection, Building extraction, Marked point process, MAP, multiple birth-and-death dynamics.
8 - Space non-invariant point-spread function and its estimation in fluorescence microscopy.
P. Pankajakshan and L. Blanc-Féraud and Z. Kam and J. Zerubia. Research Report 7157, INRIA, December 2009.
Keywords : Confocal Laser Scanning Microscopy, point spread function, Bayesian estimation, MAP estimation, Deconvolution, fluorescence microscopy.
9 - High resolution SAR-image classification.
V. Krylov and J. Zerubia. Research Report 7108, INRIA, November 2009.
Keywords : SAR image classification, Dictionary, amplitude probability density, Stochastic EM (SEM), Markov random field, copula.
Copyright : INRIA/ARIANA, 2009
10 - A formal Gamma-convergence approach for the detection of points in 2-D images.
D. Graziani and L. Blanc-Féraud and G. Aubert. Research Report 7038, INRIA, May 2009.
Note : to appear Siam Journal of Imaging Science
Keywords : points detection, curvature-depending functionals, divergence-measure fields, Gamma-convergence, biological 2-D images.
11 - Modeling the statistics of high resolution SAR images.
V. Krylov and G. Moser and S.B. Serpico and J. Zerubia. Research Report 6722, INRIA, November 2008.
Keywords : Synthetic Aperture Radar (SAR) image, Probability density function, parametric estimation, finite mixture models, Stochastic EM (SEM).
Copyright : INRIA/ARIANA, 2008
12 - Parametric blind deconvolution for confocal laser scanning microscopy-proof of concept.
P. Pankajakshan and L. Blanc-Féraud and B. Zhang and Z. Kam and J.C. Olivo-Marin and J. Zerubia. Research Report 6493, INRIA, April 2008.
Keywords : Confocal Laser Scanning Microscopy, Bayesian restoration, Blind Deconvolution, point spread function, Richardson-Lucy algorithm, Total variation.
Copyright : ARIANA/INRIA
13 - On the illumination invariance of the level lines under directed light. Application to change detection.
P. Weiss and A. Fournier and L. Blanc-Féraud and G. Aubert. Research Report 6612, INRIA, 2008.
Keywords : Level Lines, illumination invariance, topographic map, Change detection, remote sensing, Urban areas.
Copyright :
14 - Reconstruction d'images satellitaires à partir d'un échantillonnage irrégulier.
M. Carlavan and P. Weiss and L. Blanc-Féraud and J. Zerubia. Research Report 6732, INRIA, 2008.
Keywords : l1 norm, nesterov scheme, total variation minimization, wavelet.
Copyright :
15 - Support Vector Machines for burnt area discrimination.
O. Zammit and X. Descombes and J. Zerubia. Research Report 6343, INRIA, November 2007.
Keywords : Forest fires, Burnt areas, Satellite images, Support Vector Machines, Classification.
16 - Détection de flamants roses par processus ponctuels marqués pour l'estimation de la taille des populations.
S. Descamps and X. Descombes and A. Béchet and J. Zerubia. Research Report 6328, INRIA, October 2007.
Keywords : Object extraction, modélisation stochastique , Marked point process, dynamique de naissance/mort, environnement, flamants roses.
17 - An adaptive simulated annealing cooling schedule for object detection in images.
M. Ortner and X. Descombes and J. Zerubia. Research Report 6336, INRIA, October 2007.
Keywords : Image procressing, Shape extraction, Spatial point process, Simulated Annealing, Adaptive cooling schedule.
18 - Efficient schemes for total variation minimization under constraints in image processing.
P. Weiss and L. Blanc-Féraud and G. Aubert. Research Report 6260, INRIA, July 2007.
Keywords : l1 norm, total variation minimization, duality lp norms, gradient and subgradient descent, nesterov scheme, texture + geometry decomposition.
19 - A Three-layer MRF model for Object Motion Detection in Airborne Images.
C. Benedek and T. Szirányi and Z. Kato and J. Zerubia. Research Report 6208, INRIA, June 2007.
Keywords : Aerial images, Change detection, Camera motion, MRF.
20 - Object extraction using a stochastic birth-and-death dynamics in continuum.
X. Descombes and R. Minlos and E. Zhizhina. Research Report 6135, INRIA, 2007.
Keywords : birth and death process, Stochastic modeling, Wavelets.
21 - Hierarchical finite-state modeling for texture segmentation with application to forest classification.
G. Scarpa and M. Haindl and J. Zerubia. Research Report 6066, INRIA, INRIA, France, December 2006.
Keywords : Texture, Segmentation, Co-occurrence matrix, Structural approach, MCMC, Synthesis.
22 - A higher-order active contour model of a `gas of circles' and its application to tree crown extraction.
P. Horvath and I. H. Jermyn and Z. Kato and J. Zerubia. Research Report 6026, INRIA, France, November 2006.
Keywords : Tree Crown Extraction, Aerial images, Higher-order, Active contour, Gas of circles, Shape.
23 - A structural approach for 3D building reconstruction.
F. Lafarge and X. Descombes and J. Zerubia and M. Pierrot-Deseilligny. Research Report 6048, INRIA, November 2006.
Keywords : 3D reconstruction, Structural approach, Building, RJMCMC, Viterbi.

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