1. Recherche
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inria-00161706v5  Rapport
Gilles Aubert, Pierre Kornprobst. New algorithm for solving variational problems in $W^{1,p}\SO$ and $BV\SO$: Application to image restoration
[Research Report] RR-6245, INRIA. 2007, pp.25
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hal-01018200v3  Article dans une revue
Audric Drogoul, Gilles Aubert. The topological gradient method for semi-linear problems and application to edge detection and noise removal.
Inverse Problems and Imaging , AIMS American Institute of Mathematical Sciences, 2015, 10 (1)
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hal-01267679v1  Article dans une revue
Emmanuel Soubies, Laure Blanc-Féraud, Gilles Aubert. ERRATUM: A Continuous Exact l0 penalty (CEL0) for least squares regularized problem
SIAM J. on Imaging Science (SIIMS), SIAM, 2016, 9 (1), pp.490-494. <10.1137/15M1038384>
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hal-01102492v2  Article dans une revue
Emmanuel Soubies, Laure Blanc-Féraud, Gilles Aubert. A Continuous Exact l0 penalty (CEL0) for least squares regularized problem
SIAM J. on Imaging Science (SIIMS), SIAM, 2015, 8 (3), pp. 1607-1639 (33 p.). <10.1137/151003714>
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hal-01096491v1  Article dans une revue
Saima Ben Hadj, Laure Blanc-Féraud, Gilles Aubert. Space Variant Blind Image Restoration
SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2014, 7, pp.2196 - 2225. <10.1137/130945776>
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hal-01037895v1  Communication dans un congrès
Emmanuel Soubies, Laure Blanc-Féraud, Sébastien Schaub, Gilles Aubert. Sparse reconstruction from Multiple-Angle Total Internal Reflection Fluorescence Microscopy
ICIP - International Conference on Image Processing, Oct 2014, Paris, France. IEEE, pp.2844 - 2848, 2014, <10.1109/ICIP.2014.7025575 >
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inria-00536206v3  Autre publication
Gilles Aubert, Daniele Graziani. A relaxation result for an inhomogeneous functional preserving point-like and curve-like singularities in image processing
To appear on International Journal of Mathematics. 2012
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inria-00166096v3  Rapport
Pierre Weiss, Gilles Aubert, Laure Blanc-Féraud. Efficient schemes for total variation minimization under constraints in image processing
[Research Report] RR-6260, INRIA. 2007, pp.36
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inria-00403232v3  Rapport
Daniele Graziani, Gilles Aubert. Variational approximation for a functional governing point-like singularities
[Research Report] RR-7095, INRIA. 2009, pp.35
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inria-00310383v1  Rapport
Pierre Weiss, Alexandre Fournier, Laure Blanc-Féraud, Gilles Aubert. On the illumination invariance of the level lines under directed light. Application to change detection.
[Research Report] RR-6612, INRIA. 2008, pp.36
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hal-01018623v1  Communication dans un congrès
Audric Drogoul, Gilles Aubert, Didier Auroux. Topological gradient for a fourth order PDE and application to the detection of fine structures in 2D and 3D images
IEEE International Conference on Image Processing 2014 (ICIP 2014), Oct 2014, Paris, France. 5 p., 2014
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hal-01279999v3  Rapport
Audric Drogoul, Gilles Aubert, Bruno Cessac, Pierre Kornprobst. A nonconvex variational approach for receptive field estimation
[Research Report] 8837, Inria Sophia Antipolis. 2016, pp.42
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hal-01379952v1  Communication dans un congrès
Audric Drogoul, Gilles Aubert, Bruno Cessac, Pierre Kornprobst. A new nonconvex variational approach for sensory neurons receptive field estimation
6th International Workshop on New Computational Methods for Inverse Problems , May 2016, Cachan, France. IOPScience, Journal of Physics: Conference Series, 756 (1), pp.12006, 2016, <10.1088/1742-6596/756/1/012006>
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hal-00874610v1  Pré-publication, Document de travail
Daniele Graziani, Laure Blanc-Féraud, Gilles Aubert. ADMM algorithm for demosaicking deblurring denoising
15 pages. 2012
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hal-00914998v1  Communication dans un congrès
Emmanuel Soubies, Laure Blanc-Féraud, Sébastien Schaub, Gilles Aubert. A 3D model with shape prior information for biological structures reconstruction using Multiple-Angle Total Internal Reflection Fluorescence Microscopy
ISBI - International Symposium on Biomedical Imaging, Apr 2014, Beijing, China. IEEE, pp.608 - 611, 2014, <10.1109/ISBI.2014.6867944>
hal-00202010v1  Article dans une revue
Jean-François Aujol, Gilles Aubert, Laure Blanc-Féraud, Antonin Chambolle. Image decomposition. Application to SAR images.
Lecture notes in computer science, springer, 2003, Scale Space Methods in Computer Vision (2695), p. 297-312. <10.1007/3-540-44935-3>
hal-00202007v1  Article dans une revue
Gilles Aubert, Jean-François Aujol. A nonconvex model to remove multiplicative noise
Lecture notes in computer science, springer, 2007, Scale Space and Variational Methods in Computer Vision (4485), p. 68-79. <10.1007/978-3-540-72823-8_7>
hal-00202004v1  Article dans une revue
Jean-François Aujol, Gilles Aubert, Laure Blanc-Féraud. Wavelet-based level set evolution for classification of textured images
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2003, 12 (12), p. 1634-1641
hal-00202002v1  Article dans une revue
Gilles Aubert, Jean-François Aujol. Optimal partitions, regularized solutions, and application to image classification
Applicable Analysis, Taylor & Francis, 2005, 84 (1), p. 15-35
hal-00202000v1  Article dans une revue
Gilles Aubert, Jean-François Aujol. Modeling very oscillating signals. Application to image processing
Applied Mathematics and Optimization, Springer Verlag (Germany), 2005, 51 (2), p. 163-182
hal-00260496v1  Article dans une revue
Gilles Aubert, Jean-François Aujol. A variational approach to remove multiplicative noise
SIAM Journal on Applied Mathematics, Society for Industrial and Applied Mathematics, 2008, 68 (4), pp.925-946
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hal-01267701v2  Pré-publication, Document de travail
Emmanuel Soubies, Laure Blanc-Féraud, Gilles Aubert. A Unified View of Exact Continuous Penalties for l2-l0 Minimization
Accepted for publication in SIAM Journal on Optimization (SIOPT). 2017
hal-00201996v1  Article dans une revue
Gilles Aubert, Jean-François Aujol, Laure Blanc-Féraud. Detecting codimension-two objects in an image with Ginzburg-Landau models
International Journal of Computer Vision, Springer Verlag, 2005, 65 (1-2), p. 29-42
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hal-01016415v2  Article dans une revue
Gilles Aubert, Audric Drogoul. Topological gradient for a fourth order operator used in image analysis
ESAIM: Control, Optimisation and Calculus of Variations, EDP Sciences, 2015, 21 (4), pp.1120-1149
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hal-01018207v1  Article dans une revue
Gilles Aubert, Audric Drogoul. Topological gradient for fourth order PDE and application to the detection of fine structures in 2D images
Comptes rendus de l'Académie des sciences. Série I, Mathématique, Elsevier, 2014, http://www.sciencedirect.com/science/article/pii/S1631073X14001411. <10.1016/j.crma.2014.06.005>
hal-00202001v1  Article dans une revue
Jean-François Aujol, Gilles Aubert, Laure Blanc-Féraud, Antonin Chambolle. Image decomposition into a bounded variation component and an oscillating component
Journal of Mathematical Imaging and Vision, Springer Verlag, 2005, 22 (1), p. 71-88

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