G. Aubert, L. Blanc-Féraud and R. March, "An approximation of the Mumford-Shah energy by a family of dicrete edge-preserving functionals,"
Nonlinear Analysis, 64: pages 1908-1930, 2006.
G. Aubert, J.F. Aujol and L. Blanc-Féraud, "Detecting codimension-two objects in an image with Ginzburg-Landau models,"
International Journal of Computer Vision, 65(1-2): pages 29-42, November 2005.
G. Aubert and J.F. Aujol, "Modeling very Oscillating Signals. Application to Image Processing,"
Applied Mathematics and Optimization, 51(2): pages 163--182, March 2005.
G. Aubert and J.F. Aujol, "Optimal Partitions, Regularized Solutions, and Application to Image Classification,"
Applicable Analysis, 84(1): pages 15--35, January 2005.
J.F. Aujol, G. Aubert, L. Blanc-Féraud and A. Chambolle, "Image Decomposition into a Bounded Variation Component and an Oscillating Component,"
Journal of Mathematical Imaging and Vision, 22(1): pages 71--88, January 2005.
H. H. Bauschke, P. L. Combettes, and J.-C. Pesquet, "A decomposition
method for nonsmooth convex variational signal recovery," Proceedings of
the IEEE International Conference on Acoustics, Speech, and Signal
Processing, vol. 5, pp. 989-992. Toulouse, France, May 14-19, 2006.
H. H. Bauschke, P. L. Combettes, and S. G. Kruk, "Extrapolation
algorithm for affine-convex feasibility problems," Numerical Algorithms,
vol. 41, no. 3, pp. 239-274, March 2006.
A. Benazza-Benyahia, J.-C. Pesquet, "Building robust wavelet estimators
for multicomponent images using Stein's principle," IEEE Image
Processing Transactions, vol. 14, no. 11, pp. 1814-1830, November 2005.
A. Benazza-Benyahia, J.-C. Pesquet, "Multichannel image deconvolution
in the wavelet transform domain," EUSIPCO'06, Firenze, Italy, September
2006.
G. Blanchet, L. Moisan, B. Rougé, "A linear prefilter for image sampling with
ringing artifact control", proceedings of the International Conference on Image Processing, 2005.
A. Chambolle, "Total variation minimization and a class of binary MRF models", Rapport interne n°578 du CMAP, Ecole Polytechnique, 2005.
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C. Chaux, A. Benazza-Benyahia and J.-C. Pesquet, "A block-thresholding method for multispectral image denoising", SPIE (Society of Photo-Optical Instrumentation Engineers) Conference, volume : 5914, pages : 1H-1 - 1H-13, San Diego, CA, USA, August 2005.
C. Chaux, P. L. Combettes, J.-C. Pesquet, and V. R. Wajs, "A forward-backward algorithm for image restoration with sparse representations", Signal Processing with Adaptative Sparse Structured Representations (SPARS'05), Rennes, France, 16-18 November, 2005, pages : 49-52.
C. Chaux, A. Benazza-Benyahia and J.-C. Pesquet, "Use of Stein's principle for multichannel image denoising", IEEE-EURASIP International Symposium on Control, Communications, and Signal Processing (ISCCSP 2006), Marrakech, March 2006.
C. Chaux, P. L. Combettes, J.-C. Pesquet, V. R. Wajs, "Iterative Image Deconvolution Using Overcomplete Representations", EUSIPCO 2006, Firenze, Italy, September 2006.
C. Chaux, P. L. Combettes, J.-C. Pesquet, V. R. Wajs, "A variational formulation for frame based inverse problems", Inverse Problems, Vol. 23, pp. 1495-1518, June 2007.
C. Chaux, P. L. Combettes, J.-C. Pesquet, V. R. Wajs, "Opérateurs proximaux pour la restauration bayésienne de signaux",
GRETSI 2007, Troyes, 11-14 sept. 2007
X. Descombes, E. Zhizhina, "Applications
of Gibbs fields methods to image processing problems", Problems of Information Transmission, vol. 40, no 3, pp. 108-125, (in Russian), pp. 279-295 (in English), 2004.
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X. Descombes, M. Lebellego, E. Zhizhina, "Image deconvolution using a Stochastic Differential Equation Approach", International Conference on Computer Vision Theory and Applicatrions, Barcelona, Spain, 2007.
A. Elmzoughi, A. Benazza-Benyahia and J.-C. Pesquet, "An interscale multivariate statistical model for MAP multicomponent image denoising in the wavelet transform domain", IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP'2005, March 18-23, 2005, pp. 45-48.
F. Lafarge, X. Descombes, J. Zerubia and M. Pierrot-Deseilligny, "Automatic 3D Building Reconstruction from DEMs: an Application to PLEIADES Simulations", In Proc. International Society for Photogrammetry and Remote Sensing Commission I Symposium (ISPRS), Marne La Vallee, France, July 2006.
F. Lafarge, X. Descombes, J. Zerubia and M. Pierrot-Deseilligny, "An Automatic Building Reconstruction Method : A Structural Approach Using High Resolution Images", In Proc. IEEE International Conference on Image Processing (ICIP), Atlanta, October 2006.
F. Lafarge, X. Descombes, J. Zerubia and M. Pierrot-Deseilligny, "3D city modeling based on Hidden Markov Model", In Proc. IEEE International Conference on Image Processing (ICIP), San Antonio, USA, 2007.
A. Robin, S. Le Hégarat-Mascle, L. Moisan, "A multiscale multitemporal land cover classification method
using a Bayesian approach", in SPIE Remote Sensing, Sept. 2005.
A. Robin, L. Moisan, S. Le Hégarat-Mascle, "Approche a contrario pour la détection de changements à
partir d'images satellite basse résolution", actes du GRETSI, Sept. 2005.
A. Robin, S. Le Hégarat-Mascle, L. Moisan, H. Poilvé, "Land cover classification from coarse resolution
time series", in 31st International Symposium on Remote Sensing of Environment, Juin 2005.
P. Weiss, "Restauration et décomposition d'images satellitaires et multi-spectrales", Rapport de stage de Master, sous la direction de Gilles Aubert et Laure Blanc-Féraud.
P. Weiss, L. Blanc-Féraud, G. Aubert, "Use of the l^inf-norm for some tasks in image processing ", SIAM Conference on Imaging Science. 15-17 mai 2006, Minneapolis, USA.
P. Weiss, L. Blanc-Féraud, G. Aubert, "Some application of l^inf constraints in image processing ", MIA'2006. 18-21 septembre 2006, Paris, France.
P. Weiss, L. Blanc-Féraud, G. Aubert, "Fast algorithms for the minimization of constrained total variation ", CODE 2007, 18-20 avril 2007, Paris, France.
P. Weiss, L. Blanc-Féraud, G. Aubert, "Algorithms for fast l^1-norm minimization under different
constraints in image processing ",SMAI 2007, 4-8 juin 2007, Praz-sur-Arly, France.
P. Weiss, L. Blanc-Féraud, G. Aubert, "Sur la complexité et la rapidité d'algorithmes pour la minimisation
de la variation totale sous contraintes ", GRETSI 2007, 11-14 septembre 2007, Troyes, France.
P. Weiss, L. Blanc-Féraud, G. Aubert, "Some Applications of L\inf - Contraints in Image Processing ", Rapport de recherche n° 6115, 2006..