Gilles Aubert

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 13

Top Topics

Inverse Problems

Levenberg Marquardt

Constrained Optimization

Top Venues

SIAM J. Imaging Sci.

J. Math. Imaging Vis.

Publications

Bastien Laville, Laure Blanc-Féraud, Gilles Aubert
A $\varGamma $-Convergence Result and An Off-the-Grid Charge Algorithm for Curve Reconstruction in Inverse Problems. J. Math. Imaging Vis. 66 (4) (2024)
Bastien Laville, Laure Blanc-Féraud, Gilles Aubert
Off-the-Grid Charge Algorithm for Curve Reconstruction in Inverse Problems. SSVM (2023)
Bastien Laville, Laure Blanc-Féraud, Gilles Aubert
Off-the-Grid Curve Reconstruction through Divergence Regularization: An Extreme Point Result. SIAM J. Imaging Sci. 16 (2) (2023)
Bastien Laville, Laure Blanc-Féraud, Gilles Aubert
Off-The-Grid Covariance-Based Super-Resolution Fluctuation Microscopy. ICASSP (2022)
Arne Henrik Bechensteen, Laure Blanc-Féraud, Gilles Aubert
Problem. J. Math. Imaging Vis. 63 (4) (2021)
Bastien Laville, Laure Blanc-Féraud, Gilles Aubert
Off-The-Grid Variational Sparse Spike Recovery: Methods and Algorithms. J. Imaging 7 (12) (2021)
Emmanuel Soubies, Laure Blanc-Féraud, Gilles Aubert
Minimization Problem. J. Math. Imaging Vis. 62 (6-7) (2020)
Arne Bechensteen, Laure Blanc-Féraud, Gilles Aubert
New Methods for l2-l0 Minimization and their Applications to 2D Single-Molecule Localization Microscopy. ISBI (2019)
Arne Bechensteen, Laure Blanc-Féraud, Gilles Aubert
constrained optimization. CoRR (2018)
Emmanuel Soubies, Laure Blanc-Féraud, Gilles Aubert
Minimization. SIAM J. Optim. 27 (3) (2017)
Emmanuel Soubies, Sebastien Schaub, Agata Radwanska, Ellen Van Obberghen-Schilling, Laure Blanc-Féraud, Gilles Aubert
A framework for multi-angle TIRF microscope calibration. ISBI (2016)
Emmanuel Soubies, Laure Blanc-Féraud, Gilles Aubert
Penalty (CEL0) for Least Squares Regularized Problem. SIAM J. Imaging Sci. 9 (1) (2016)
Emmanuel Soubies, Laure Blanc-Féraud, Gilles Aubert
Penalty (CEL0) for Least Squares Regularized Problem. SIAM J. Imaging Sci. 8 (3) (2015)
Emmanuel Soubies, Laure Blanc-Féraud, Sebastien Schaub, Gilles Aubert
A 3D model with shape prior information for biological structures reconstruction using multiple-angle total internal reflection fluorescence microscopy. ISBI (2014)
Saima Ben Hadj, Laure Blanc-Féraud, Gilles Aubert
Space Variant Blind Image Restoration. SIAM J. Imaging Sci. 7 (4) (2014)
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. ICIP (2014)
Gilles Aubert, Jean-François Aujol
Poisson Skeleton Revisited: a New Mathematical Perspective. J. Math. Imaging Vis. 48 (1) (2014)
Emmanuel Soubies, Laure Blanc-Féraud, Sebastien Schaub, Gilles Aubert
Sparse reconstruction from Multiple-Angle Total Internal Reflection fluorescence Microscopy. ICIP (2014)
Saima Ben Hadj, Laure Blanc-Féraud, Gilles Aubert, Gilbert Engler, Elie Maalouf, Bruno Colicchio, Alain Dieterlen
Blind depth-variant blur removal in confocal microscopy. ISBI (2013)
Saima Ben Hadj, Laure Blanc-Féraud, Gilles Aubert, Gilbert Engler
Blind restoration of confocal microscopy images in presence of a depth-variant blur and Poisson noise. ICASSP (2013)
Daniele Graziani, Laure Blanc-Féraud, Gilles Aubert
Erratum: A Formal Gamma-Convergence Approach for the Detection of Points in 2-D Images. SIAM J. Imaging Sci. 5 (3) (2012)
Pierre Weiss, Alexandre Fournier, Laure Blanc-Féraud, Gilles Aubert
On the Illumination Invariance of the Level Lines under Directed Light: Application to Change Detection. SIAM J. Imaging Sci. 4 (1) (2011)
Daniele Graziani, Laure Blanc-Féraud, Gilles Aubert
A new variational method for preserving point-like and curve-like singularities in 2-D images. ICASSP (2011)
Daniele Graziani, Laure Blanc-Féraud, Gilles Aubert
A Formal Gamma-Convergence Approach for the Detection of Points in 2-D Images. SIAM J. Imaging Sci. 3 (3) (2010)
François Lecellier, Jalal Fadili, Stéphanie Jehan-Besson, Gilles Aubert, Marinette Revenu, Eric Saloux
Region-Based Active Contours with Exponential Family Observations. J. Math. Imaging Vis. 36 (1) (2010)
Gilles Aubert, Alexis Baudour, Laure Blanc-Féraud, Laurence Guillot, Yann Le Guilloux
Detection and tracking of threats in aerial infrared images by a minimal path approach. ICASSP (2010)
Gilles Aubert, Pierre Kornprobst
Can the Nonlocal Characterization of Sobolev Spaces by Bourgain et al. Be Useful for Solving Variational Problems? SIAM J. Numer. Anal. 47 (2) (2009)
François Lecellier, Stéphanie Jehan-Besson, Jalal Fadili, Gilles Aubert, Marinette Revenu
Optimization of Divergences within the Exponential Family for Image Segmentation. SSVM (2009)
Daniele Graziani, Laure Blanc-Féraud, Gilles Aubert
A New Variational Method to Detect Points in Biological Images. ISBI (2009)
Pierre Weiss, Laure Blanc-Féraud, Gilles Aubert
Efficient Schemes for Total Variation Minimization Under Constraints in Image Processing. SIAM J. Sci. Comput. 31 (3) (2009)
Alexandre Fournier, Pierre Weiss, Laure Blanc-Féraud, Gilles Aubert
A contrast equalization procedure for change detection algorithms: Applications to remotely sensed images of urban areas. ICPR (2008)
Sylvain Boltz, Ariane Herbulot, Eric Debreuve, Michel Barlaud, Gilles Aubert
Motion and Appearance Nonparametric Joint Entropy for Video Segmentation. Int. J. Comput. Vis. 80 (2) (2008)
François Lecellier, Stéphanie Jehan-Besson, Jalal Fadili, Gilles Aubert, Marinette Revenu
Statistical region-based active contours with exponential family observations CoRR (2008)
François Lecellier, Stéphanie Jehan-Besson, Jalal Fadili, Gilles Aubert, Marinette Revenu, Eric Saloux
Region-based active contour with noise and shape priors CoRR (2008)
Gilles Aubert, Jean-François Aujol
A Variational Approach to Removing Multiplicative Noise. SIAM J. Appl. Math. 68 (4) (2008)
François Lecellier, Jalal Fadili, Stéphanie Jehan-Besson, Marinette Revenu, Gilles Aubert
Region-based active contours and sparse representations for texture segmentation. ICPR (2008)
Eric Debreuve, Muriel Gastaud, Michel Barlaud, Gilles Aubert
Using the Shape Gradient for Active Contour Segmentation: from the Continuous to the Discrete Formulation. J. Math. Imaging Vis. 28 (1) (2007)
Ariane Herbulot, Sylvain Boltz, Eric Debreuve, Michel Barlaud, Gilles Aubert
Space-Time Segmentation Based on a Joint Entropy with Estimation of Nonparametric Distributions. SSVM (2007)
Gilles Aubert, Jean-François Aujol
A Nonconvex Model to Remove Multiplicative Noise. SSVM (2007)
Alexis Baudour, Gilles Aubert, Laure Blanc-Féraud
Detection and Completion of Filaments: A Vector Field and PDE Approach. SSVM (2007)
François Lecellier, Stéphanie Jehan-Besson, Jalal Fadili, Gilles Aubert, Marinette Revenu
Statistical Region-Based Active Contours with Exponential Family Observations. ICASSP (2) (2006)
Eric Debreuve, Michel Barlaud, Jean-Paul Marmorat, Gilles Aubert
Active Contour Segmentation with a Parametric Shape Prior: Link with the Shape Gradient. ICIP (2006)
François Lecellier, Stéphanie Jehan-Besson, Jalal Fadili, Gilles Aubert, Marinette Revenu, Eric Saloux
Region-Based Active Contour with Noise and Shape Priors. ICIP (2006)
Tristan Roy, Eric Debreuve, Michel Barlaud, Gilles Aubert
Segmentation of a Vector Field: Dominant Parameter and Shape Optimization. J. Math. Imaging Vis. 24 (2) (2006)
Ariane Herbulot, Stéphanie Jehan-Besson, Stefan Duffner, Michel Barlaud, Gilles Aubert
Segmentation of Vectorial Image Features Using Shape Gradients and Information Measures. J. Math. Imaging Vis. 25 (3) (2006)
Gilles Aubert, Jean-François Aujol, Laure Blanc-Féraud
Detecting Codimension - Two Objects in an Image with Ginzburg-Landau Models. Int. J. Comput. Vis. 65 (1-2) (2005)
Jean-François Aujol, Gilles Aubert, Laure Blanc-Féraud, Antonin Chambolle
Image Decomposition into a Bounded Variation Component and an Oscillating Component. J. Math. Imaging Vis. 22 (1) (2005)
Julien Bect, Laure Blanc-Féraud, Gilles Aubert, Antonin Chambolle
-Unified Variational Framework for Image Restoration. ECCV (4) (2004)
Muriel Gastaud, Michel Barlaud, Gilles Aubert
Combining shape prior and statistical features for active contour segmentation. IEEE Trans. Circuits Syst. Video Technol. 14 (5) (2004)
Ariane Herbulot, Stéphanie Jehan-Besson, Michel Barlaud, Gilles Aubert
Shape gradient for multi-modal image segmentation using mutual information. ICIP (2004)
Emmanuel Villéger, Gilles Aubert, Laure Blanc-Féraud
Image Disocclusion Using a Probabilistic Gradient Orientation. ICPR (2) (2004)
Ariane Herbulot, Stéphanie Jehan-Besson, Michel Barlaud, Gilles Aubert
Shape gradient for image segmentation using information theory. ICASSP (3) (2004)
Gilles Aubert, Laure Blanc-Féraud, Riccardo March
Gamma-Convergence of Discrete Functionals with Nonconvex Perturbation for Image Classification. SIAM J. Numer. Anal. 42 (3) (2004)
Stéphanie Jehan-Besson, Michel Barlaud, Gilles Aubert
DREAM2S: Deformable Regions Driven by an Eulerian Accurate Minimization Method for Image and Video Segmentation. Int. J. Comput. Vis. 53 (1) (2003)
Gilles Aubert, Michel Barlaud, Olivier D. Faugeras, Stéphanie Jehan-Besson
Image Segmentation Using Active Contours: Calculus of Variations or Shape Gradients? SIAM J. Appl. Math. 63 (6) (2003)
Jean-François Aujol, Gilles Aubert, Laure Blanc-Féraud
Wavelet-based level set evolution for classification of textured images. ICIP (2) (2003)
Jean-François Aujol, Gilles Aubert, Laure Blanc-Féraud, Antonin Chambolle
Image Decomposition Application to SAR Images. Scale-Space (2003)
Stéphanie Jehan-Besson, Michel Barlaud, Gilles Aubert, Olivier D. Faugeras
Shape Gradients for Histogram Segmentation using Active Contours. ICCV (2003)
Jean-François Aujol, Gilles Aubert, Laure Blanc-Féraud
Wavelet-based level set evolution for classification of textured images. IEEE Trans. Image Process. 12 (12) (2003)
Stéphanie Jehan-Besson, Muriel Gastaud, Michel Barlaud, Gilles Aubert
Region-based active contours using geometrical and statistical features for image segmentation. ICIP (2) (2003)
Caroline Lacombe, Gilles Aubert, Laure Blanc-Féraud, Pierre Kornprobst
Filtering interferometric phase images by anisotropic diffusion. ICIP (3) (2003)
Stéphanie Jehan-Besson, Michel Barlaud, Gilles Aubert
S: Deformable Regions Driven by an Eulerian Accurate Minimization Method for Image and Video Segmentation. ECCV (3) (2002)
Stéphanie Jehan-Besson, Michel Barlaud, Gilles Aubert
A 3-Step Algorithm Using Region-Based Active Contours for Video Objects Detection. EURASIP J. Adv. Signal Process. 2002 (6) (2002)
Caroline Lacombe, Pierre Kornprobst, Gilles Aubert, Laure Blanc-Féraud
A Variational Approach to One Dimensional Phase Unwrapping. ICPR (2) (2002)
Stéphanie Jehan-Besson, Michel Barlaud, Gilles Aubert
Video Objects Segmentation Using Eulerian Region-Based Active Contours. ICCV (2001)
Stéphanie Jehan-Besson, Michel Barlaud, Gilles Aubert
Region-based active contours for video object segmentation with camera compensation. ICIP (2) (2001)
Eric Debreuve, Michel Barlaud, Gilles Aubert, Ivan Laurette, Jacques Darcourt
Space-Time Segmentation Using Level Set Active Contours Applied to Myocardial Gated SPECT. IEEE Trans. Medical Imaging 20 (7) (2001)
Christophe Samson, Laure Blanc-Féraud, Gilles Aubert, Josiane Zerubia
Two Variational Models for Multispectral Image Classification. EMMCVPR (2001)
Stéphanie Jehan-Besson, Michel Barlaud, Gilles Aubert
An object based motion method for video coding. ICIP (3) (2001)
Christophe Samson, Laure Blanc-Féraud, Gilles Aubert, Josiane Zerubia
A Variational Model for Image Classification and Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 22 (5) (2000)
Stephane Tramini, Marc Antonini, Michel Barlaud, Gilles Aubert, Bernard Rougé, Christophe Latry
Spatio-Frequency Noise Distribution a Priori for Satellite Image Joint Denoising/Deblurring. ICIP (2000)
Christophe Samson, Laure Blanc-Féraud, Gilles Aubert, Josiane Zerubia
A Level Set Model for Image Classification. Int. J. Comput. Vis. 40 (3) (2000)
Stéphanie Jehan-Besson, Michel Barlaud, Gilles Aubert
Detection and Tracking of Moving Objects using a New Level Set Based Method. ICPR (2000)
Stephane Tramini, Marc Antonini, Michel Barlaud, Gilles Aubert
Optimal Joint Decoding/deblurring Method for Optical Images. ICIP (1) (1999)
Gilles Aubert, Rachid Deriche, Pierre Kornprobst
Computing Optical Flow via Variational Techniques. SIAM J. Appl. Math. 60 (1) (1999)
Gilles Aubert, Laure Blanc-Féraud
Some Remarks on the Equivalence between 2D and 3D Classical Snakes and Geodesic Active Contours. Int. J. Comput. Vis. 34 (1) (1999)
Olivier Amadieu, Eric Debreuve, Michel Barlaud, Gilles Aubert
Inward and Outward Curve Evolution Using Level Set Method. ICIP (3) (1999)
Christophe Samson, Laure Blanc-Féraud, Josiane Zerubia, Gilles Aubert
Simultaneous Image Classification and Restoration Using a Variational Approach. CVPR (1999)
Christophe Samson, Laure Blanc-Féraud, Gilles Aubert, Josiane Zerubia
A Level Set Model for Image Classification. Scale-Space (1999)
Pierre Kornprobst, Rachid Deriche, Gilles Aubert
Image Sequence Analysis via Partial Differential Equations. J. Math. Imaging Vis. 11 (1) (1999)
Stephane Tramini, Marc Antonini, Michel Barlaud, Gilles Aubert
Quantization Noise Removal for Optimal Transform Decoding. ICIP (1) (1998)
Sylvie Teboul, Laure Blanc-Féraud, Gilles Aubert, Michel Barlaud
Variational approach for edge-preserving regularization using coupled PDEs. IEEE Trans. Image Process. 7 (3) (1998)
Pierre Kornprobst, Rachid Deriche, Gilles Aubert
Image Sequence Restoration: A PDE Based Coupled Method for Image Restoration and Motion Segmentation. ECCV (2) (1998)
Eric Debreuve, Michel Barlaud, Gilles Aubert, Jacques Darcourt
Attenuation Map Segmentation without Reconstruction Using a Level Set Method in Nuclear Medicine Imaging. ICIP (1) (1998)
Pierre Kornprobst, Rachid Deriche, Gilles Aubert
Non-linear operators in image restoration. CVPR (1997)
Pierre Kornprobst, Rachid Deriche, Gilles Aubert
Image Coupling, Restoration and Enhancement via PDE's. ICIP (2) (1997)
Pierre Charbonnier, Laure Blanc-Féraud, Gilles Aubert, Michel Barlaud
Deterministic edge-preserving regularization in computed imaging. IEEE Trans. Image Process. 6 (2) (1997)
Sylvie Teboul, Laure Blanc-Féraud, Gilles Aubert, Michel Barlaud
Segmentation and Edge-Preserving Restoration. ICIP (2) (1997)
Laure Blanc-Féraud, Sylvie Teboul, Gilles Aubert, Michel Barlaud
Nonlinear regularization using constrained edges in image reconstruction. ICIP (2) (1996)
Laure Blanc-Féraud, Pierre Charbonnier, Gilles Aubert, Michel Barlaud
Nonlinear image processing: modeling and fast algorithm for regularization with edge detection. ICIP (1995)
Rachid Deriche, Pierre Kornprobst, Gilles Aubert
Optical-Flow Estimation while Preserving Its Discontinuities: A Variational Approach. ACCV (1995)
Gilles Aubert, Michel Barlaud, Laure Blanc-Féraud, Pierre Charbonnier
A deterministic algorithm for edge-preserving computed imaging using Legendre transform. ICPR (3) (1994)
Pierre Charbonnier, Laure Blanc-Féraud, Gilles Aubert, Michel Barlaud
Two Deterministic Half-Quadratic Regularization Algorithms for Computed Imaging. ICIP (2) (1994)