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Publications ~ Gilles Aubert Monday, December 9th 2024, 10:43

Publications of Gilles Aubert

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15 Articles
1 - 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. SIAM Journal on Imaging Sciences, 4(1): pages 448-471, March 2011.
Keywords : Level Lines, topographic map, illumination invariance, Change detection, contrast equalization, remote sensing.
2 - A formal Gamma-convergence approach for the detection of points in 2-D biological images.
D. Graziani and G. Aubert and L. Blanc-Féraud. SIAM Journal on Imaging Sciences, 3(3): pages 578-594, September 2010.
Keywords : points detection, curvature-depending functionals, divergence-measure fields.
3 - Variational approximation for detecting point-like target problems.
D. Graziani and G. Aubert. COCV: Esaim Control Optimization and Calculus of Variations DOI: 10.1051/cocv/2010029, August 2010.
Keywords : points detection, Biological images, divergence-measure fields.
4 - Efficient schemes for total variation minimization under constraints in image processing.
P. Weiss and L. Blanc-Féraud and G. Aubert. SIAM journal on Scientific Computing, 31(3): pages 2047-2080, 2009.
Keywords : Total variation, l1 norm, nesterov scheme, Rudin Osher Fatemi, fast optimization, real time.
Copyright : Copyright Siam Society for Industrial and Applied
5 - An approximation of the Mumford-Shah energy by a family of dicrete edge-preserving functionals.
G. Aubert and L. Blanc-Féraud and R. March. Nonlinear Analysis, 64: pages 1908-1930, 2006.
Keywords : Gamma Convergence, Finite Element, Segmentation.
6 - Detecting codimension-two objects in an image with Ginzburg-Landau models.
G. Aubert and J.F. Aujol and L. Blanc-Féraud. International Journal of Computer Vision, 65(1-2): pages 29-42, November 2005.
Keywords : Ginzburg-Landau model, Point Detection, Segmentation, PDE, Biological images, SAR Images.
7 - Modeling very Oscillating Signals. Application to Image Processing.
G. Aubert and J.F. Aujol. Applied Mathematics and Optimization, 51(2): pages 163--182, March 2005.
8 - Optimal Partitions, Regularized Solutions, and Application to Image Classification.
G. Aubert and J.F. Aujol. Applicable Analysis, 84(1): pages 15--35, January 2005.
9 - Image Decomposition into a Bounded Variation Component and an Oscillating Component.
J.F. Aujol and G. Aubert and L. Blanc-Féraud and A. Chambolle. Journal of Mathematical Imaging and Vision, 22(1): pages 71--88, January 2005.
10 - Gamma-convergence of discrete functionals with nonconvex perturbation for image classification.
G. Aubert and L. Blanc-Féraud and R. March. SIAM Journal on Numerical Analysis, 42(3): pages 1128--1145, 2004.
11 - Wavelet-based Level Set Evolution for Classification of Textured Images.
J.F. Aujol and G. Aubert and L. Blanc-Féraud. IEEE Trans. Image Processing, 12(12), 2003.
12 - A variational model for image classification and restoration.
C. Samson and L. Blanc-Féraud and G. Aubert and J. Zerubia. IEEE Trans. Pattern Analysis ans Machine Intelligence, 22(5): pages 460-472, May 2000.
13 - A Level Set Model for Image Classification.
C. Samson and L. Blanc-Féraud and G. Aubert and J. Zerubia. International Journal of Computer Vision, 40(3): pages 187-198, 2000.
14 - Some remarks on the equivalence between 2D and 3D classical snakes and geodesic active contours.
L. Blanc-Féraud and G. Aubert. International Journal of Computer Vision, 34(1): pages 19-28, September 1999.
15 - Variational approach for edge preserving regularization using coupled PDE's.
S. Teboul and L. Blanc-Féraud and G. Aubert and M. Barlaud. IEEE Trans. Image Processing, 7(3): pages 387-397, March 1998.

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23 Conference articles
1 - A new variational method for preserving point-like and curve-like singularities in 2d images.
D. Graziani and L. Blanc-Féraud and G. Aubert. In Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Prague, Czech Republic, May 2011.
Keywords : Convex optimization, nesterov scheme, laplacian operator.
2 - Detection and tracking of threats in aerial infrared images by a minimal path approach.
G. Aubert and A. Baudour and L. Blanc-Féraud and L. Guillot and Y. Le Guilloux. In Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Dallas, Texas, USA, March 2010.
3 - A new variational method to detect points in biological images.
D. Graziani and L. Blanc-Féraud and G. Aubert. In ISBI'09, Org. IEEE International Symposium on Biomedical Imaging, Boston, USA, June 2009.
Keywords : Biological images, points detection, Gamma-convergence.
4 - A contrast equalization procedure for change detection algorithms: applications to remotely sensed images of urban areas.
A. Fournier and P. Weiss and L. Blanc-Féraud and G. Aubert. In International Conference on Pattern Recognition (ICPR), Tampa, USA, December 2008.
Keywords : Change detection, Level Lines, remote sensing.
Copyright : ©2008 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
5 - Sur la complexite et la rapidite d’algorithmes pour la minimisation de la variation totale sous contraintes.
P. Weiss and L. Blanc-Féraud and G. Aubert. In Proc. Symposium on Signal and Image Processing (GRETSI), Troyes, France, September 2007.
Keywords : l1 norm minimization, compression noise denoising, optimal algorithm, convex analysis, Total variation, nesterov scheme.
6 - Detection and Completion of Filaments: A Vector Field and PDE Approach.
A. Baudour and G. Aubert and L. Blanc-Féraud. In SSVM 2007, LNCS 4485 proceedings, 2007.
7 - Détection et Complétion de Filaments: une approche variationelle et vectorielle.
A. Baudour and G. Aubert and L. Blanc-Féraud. In Colloque Gretsi Troyes, 2007, 2007.
8 - Image Disocclusion Using a Probabilistic Gradient Orientation.
E. Villéger and G. Aubert and L. Blanc-Féraud. In Proc. International Conference on Pattern Recognition (ICPR), Cambridge, United Kingdom, August 2004.
9 - A $l^1$-unified variational framework for image restoration.
J. Bect and L. Blanc-Féraud and G. Aubert and A. Chambolle. In Proc. European Conference on Computer Vision (ECCV), Vol. LNCS 3024, pages 1--13, Ed. T. Pajdla and J. Matas, Publ. Springer, Prague, Czech Republic, May 2004.
10 - Décomposition D'images: Application Aux Images RSO.
J.F. Aujol and G. Aubert and L. Blanc-Féraud and A. Chambolle. In Proc. GRETSI Symposium on Signal and Image Processing, Paris, France, September 2003.
11 - Wavelet-Based Level Set Evolution for Classification of Textured Images.
J.F. Aujol and G. Aubert and L. Blanc-Féraud. In Proc. IEEE International Conference on Image Processing (ICIP), Barcelona, Spain, September 2003.
12 - Filtering interferometric phase images by anisotropic diffusion.
C. Lacombe and G. Aubert and L. Blanc-Féraud and P. Kornprobst. In Proc. IEEE International Conference on Image Processing (ICIP), Barcelona, September 2003.
13 - Decomposing an Image: Application to SAR Images.
J.F. Aujol and G. Aubert and L. Blanc-Féraud and A. Chambolle. In Proc. Scale-Space, Vol. 2695, series Lecture No, June 2003.
14 - Diffusion anisotrope et filtrage interférométrique.
C. Lacombe and G. Aubert and L. Blanc-Féraud and P. Kornprobst. In Congrès National d'Analyse Numérique, Montpellier, June 2003.
15 - Filtrage adaptatif des interférogrammes par diffusion anisotrope.
C. Lacombe and G. Aubert and L. Blanc-Féraud and P. Kornprobst. In Proc. Journées des jeunes chercheurs en vision par ordinateur, Gerardmer, May 2003.
16 - A variational approach to one dimensional phase unwrapping.
C. Lacombe and P. Kornprobst and G. Aubert and L. Blanc-Féraud. In Proc. International Conference on Pattern Recognition (ICPR), Québec, Canada, August 2002.
17 - Two variational models for multispectral image classification.
C. Samson and L. Blanc-Féraud and G. Aubert and J. Zerubia. In Proc. Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), Sophia Antipolis, France, September 2001.
18 - Multiphase evolution and variational image classification.
L. Blanc-Féraud and C. Samson and G. Aubert and J. Zerubia. In Congress SIMAI, Ischia, Italie, June 2000.
Note : papier
19 - Une approche variationnelle pour la classification d'images par régions actives.
C. Samson and L. Blanc-Féraud and G. Aubert and J. Zerubia. In Proc. Reconnaissance des formes et Intelligence Artificielle, Paris, France, February 2000.
20 - 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.
21 - 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.
22 - 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.
23 - 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.

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15 Technical and Research Reports
1 - 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.
2 - 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 :
3 - 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.
4 - Some applications of L infinite norms in image processing.
P. Weiss and G. Aubert and L. Blanc-Féraud. Research Report 6115, INRIA, September 2006.
Keywords : projected subgradient descent, convergence rate, Total variation, compression bounded noise, meyer G norm, fast l1 minimization.
5 - Detecting Codimension-two Objects in an Image with Ginzburg-Landau Models.
G. Aubert and J.F. Aujol and L. Blanc-Féraud. Research Report 5254, INRIA, France, July 2004.
Keywords : Ginzburg-Landau model, Biological images, Segmentation, Partial differential equation.
6 - Modeling very Oscillating Signals : Application to Image Processing.
G. Aubert and J.F. Aujol. Research Report 4878, INRIA, France, July 2003.
Keywords : Bounded Variation Space, Sobolev space, Image decomposition, Optimization, Partial differential equation.
7 - Image Decomposition : Application to Textured Images and SAR Images.
J.F. Aujol and G. Aubert and L. Blanc-Féraud and A. Chambolle. Research Report 4704, INRIA, France, January 2003.
Keywords : Total variation, Bounded Variation Space, Texture, Classification, Restoration, Synthetic Aperture Radar (SAR).
8 - Supervised Classification for Textured Images.
J.F. Aujol and G. Aubert and L. Blanc-Féraud. Research Report 4640, Inria, France, November 2002.
Keywords : Texture, Classification, Wavelets, Partial differential equation, Level sets.
9 - Gamma-Convergence of Discrete Functionals with non Convex Perturbation for Image Classification.
G. Aubert and L. Blanc-Féraud and R. March. Research Report 4560, Inria, France, September 2002.
Keywords : Generalised Gaussians, Classification, Regularization.
10 - Mathematical Statement to one Dimensional Phase Unwrapping : a Variational Approach.
C. Lacombe and G. Aubert and L. Blanc-Féraud. Research Report 4521, Inria, France, July 2002.
Keywords : Sobolev space, Bounded Variation Space, Synthetic Aperture Radar (SAR), Interferometry, Phase unwrapping.
11 - Signed Distance Functions and Viscosity Solutions of Discontinuous Hamilton-Jacobi Equations.
J.F. Aujol and G. Aubert. Research Report 4507, Inria, France, July 2002.
Keywords : Partial differential equation, Signed distance function, Hamilton-Jacobi equation, Skeleton.
12 - Classification d'Images Multibandes par Modèles Variationnels.
C. Samson and L. Blanc-Féraud and G. Aubert and J. Zerubia. Research Report 4010, Inria, September 2000.
Keywords : Variational methods, Classification, Active contour, Level sets, Gamma Convergence.

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