2024
A $\varGamma $-Convergence Result and An Off-the-Grid Charge Algorithm for Curve Reconstruction in Inverse Problems.
J. Math. Imaging Vis., August, 2024
Physics-Inspired Generative Adversarial Modelling for Fluctuation-Based Super-Resolution Microscopy.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Detection and Characterisation of Fibronectin Structures in the Tumour Extracellular Matrix.
Proceedings of the 32nd European Signal Processing Conference, 2024
2023
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements (Part 2) [From the Guest Editors].
IEEE Signal Process. Mag., July, 2023
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements [From the Guest Editors].
IEEE Signal Process. Mag., June, 2023
Off-the-Grid Curve Reconstruction through Divergence Regularization: An Extreme Point Result.
SIAM J. Imaging Sci., June, 2023
Fluctuation-Based Deconvolution in Fluorescence Microscopy Using Plug-and-Play Denoisers.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023
Off-the-Grid Charge Algorithm for Curve Reconstruction in Inverse Problems.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023
2022
3D Image Super-Resolution by Fluorophore Fluctuations and MA-TIRF Microscopy Reconstruction (3D-COL0RME).
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Off-The-Grid Covariance-Based Super-Resolution Fluctuation Microscopy.
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
Direction-of-Arrival Estimation Through Exact Continuous ℓ<sub>2, 0</sub>-Norm Relaxation.
IEEE Signal Process. Lett., 2021
A Continuous Relaxation of the Constrained ℓ <sub>2-ℓ</sub> <sub>0</sub> Problem.
J. Math. Imaging Vis., 2021
Off-The-Grid Variational Sparse Spike Recovery: Methods and Algorithms.
J. Imaging, 2021
COL0RME: Covariance-Based l0 Super-Resolution Microscopy with Intensity Estimation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Applications of Learning Methods to Imaging Issues in Archaeology, Regarding Ancient Ceramic Manufacturing.
Proceedings of the 2nd International Conference on Deep Learning Theory and Applications, 2021
2020
New Insights on the Optimality Conditions of the ℓ <sub>2-ℓ</sub> <sub>0</sub> Minimization Problem.
J. Math. Imaging Vis., 2020
2019
Improving 3D MA-TIRF Reconstruction with Deconvolution and Background Estimation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
New Methods for l2-l0 Minimization and their Applications to 2D Single-Molecule Localization Microscopy.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
A Study on Tensor and Matrix Models for Super-Resolution Fluorescence Microscopy.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
2018
Single molecule localization by 𝓁<sub>2</sub>-𝓁<sub>0</sub> constrained optimization.
CoRR, 2018
Classification of the fibronectin variants with curvelets.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
A Unified View of Exact Continuous Penalties for ℓ<sub>2</sub>-ℓ<sub>0</sub> Minimization.
SIAM J. Optim., 2017
High density molecule localization for super-resolution microscopy using CEL0 based sparse approximation.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
2016
Erratum: A Continuous Exact ℓ<sub>0</sub> Penalty (CEL0) for Least Squares Regularized Problem.
SIAM J. Imaging Sci., 2016
A framework for multi-angle TIRF microscope calibration.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Phase estimation in differential-interference-contrast (DIC) microscopy.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
A Continuous Exact ℓ<sub>0</sub> Penalty (CEL0) for Least Squares Regularized Problem.
SIAM J. Imaging Sci., 2015
ℓ0-optimization for channel and DOA sparse estimation.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
2014
Space Variant Blind Image Restoration.
SIAM J. Imaging Sci., 2014
A 3D model with shape prior information for biological structures reconstruction using multiple-angle total internal reflection fluorescence microscopy.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Sparse reconstruction from Multiple-Angle Total Internal Reflection fluorescence Microscopy.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
Blind depth-variant blur removal in confocal microscopy.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Blind restoration of confocal microscopy images in presence of a depth-variant blur and Poisson noise.
Proceedings of the IEEE International Conference on Acoustics, 2013
ML estimation of wavelet regularization hyperparameters in inverse problems.
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Sparse Poisson Noisy Image Deblurring.
IEEE Trans. Image Process., 2012
Erratum: A Formal Gamma-Convergence Approach for the Detection of Points in 2-D Images.
SIAM J. Imaging Sci., 2012
Depth-variant image restoration in 3D fluorescence microscopy: Two approaches under Gaussian and Poissonian noise conditions.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Modeling and removing depth variant blur in 3D fluorescence microscopy.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
Trends in Bioimaging and Signal Processing [In the Spotlight].
IEEE Signal Process. Mag., 2011
On the Illumination Invariance of the Level Lines under Directed Light: Application to Change Detection.
SIAM J. Imaging Sci., 2011
Regularizing parameter estimation for Poisson noisy image restoration.
Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools Communications, 2011
Wavefront sensing for aberration modeling in fluorescence macroscopy.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Two constrained formulations for deblurring Poisson noisy images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
A new variational method for preserving point-like and curve-like singularities in 2-D images.
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
Régularité et parcimonie pour les problèmes inverses en imagerie. Algorithmes et comparaisons.
Traitement du Signal, 2010
A Formal Gamma-Convergence Approach for the Detection of Points in 2-D Images.
SIAM J. Imaging Sci., 2010
Detection and tracking of threats in aerial infrared images by a minimal path approach.
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
Efficient Schemes for Total Variation Minimization Under Constraints in Image Processing.
SIAM J. Sci. Comput., 2009
Point-Spread Function Retrieval for Fluorescence Microscopy.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
A New Variational Method to Detect Points in Biological Images.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Complex Wavelet Regularization for Solving Inverse Problems in Remote Sensing.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
A proximal method for inverse problems in image processing.
Proceedings of the 17th European Signal Processing Conference, 2009
2008
Blind deconvolution for diffraction-limited fluorescence microscopy.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
A contrast equalization procedure for change detection algorithms: Applications to remotely sensed images of urban areas.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Compression artifacts reduction using variational methods : Algorithms and experimental study.
Proceedings of the IEEE International Conference on Acoustics, 2008
Satellite image reconstruction from an irregular sampling.
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
Detection and Completion of Filaments: A Vector Field and PDE Approach.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007
2005
Image Decomposition into a Bounded Variation Component and an Oscillating Component.
J. Math. Imaging Vis., 2005
Detecting Codimension - Two Objects in an Image with Ginzburg-Landau Models.
Int. J. Comput. Vis., 2005
A Restoration Method for Confocal Microscopy Using Complex Wavelet Transform.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
An adaptive Gaussian model for satellite image deblurring.
IEEE Trans. Image Process., 2004
Gamma-Convergence of Discrete Functionals with Nonconvex Perturbation for Image Classification.
SIAM J. Numer. Anal., 2004
A Deconvolution Method for Confocal Microscopy with Total Variation Regularization.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Image Disocclusion Using a Probabilistic Gradient Orientation.
Proceedings of the 17th International Conference on Pattern Recognition, 2004
A l<sup>1</sup>-Unified Variational Framework for Image Restoration.
Proceedings of the Computer Vision, 2004
2003
Wavelet-based level set evolution for classification of textured images.
IEEE Trans. Image Process., 2003
Satellite Image Deblurring Using Complex Wavelet Packets.
Int. J. Comput. Vis., 2003
Image Decomposition Application to SAR Images.
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003
Filtering interferometric phase images by anisotropic diffusion.
Proceedings of the 2003 International Conference on Image Processing, 2003
2002
Hyperparameter estimation for satellite image restoration using a MCMC maximum-likelihood method.
Pattern Recognit., 2002
A Variational Approach to One Dimensional Phase Unwrapping.
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Estimation of blur and noise parameters in remote sensing.
Proceedings of the IEEE International Conference on Acoustics, 2002
2001
Two Variational Models for Multispectral Image Classification.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2001
2000
A Variational Model for Image Classification and Restoration.
IEEE Trans. Pattern Anal. Mach. Intell., 2000
A Level Set Model for Image Classification.
Int. J. Comput. Vis., 2000
Estimation of Adaptive Parameters for Satellite Image Deconvolution.
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Satellite Image Deconvolution Using Complex Wavelet Packets.
Proceedings of the 2000 International Conference on Image Processing, 2000
1999
Some Remarks on the Equivalence between 2D and 3D Classical Snakes and Geodesic Active Contours.
Int. J. Comput. Vis., 1999
Hyperparameter Estimation for Satellite Image Restoration by a MCMCML Method.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1999
Simultaneous Image Classification and Restoration Using a Variational Approach.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999
1998
Variational approach for edge-preserving regularization using coupled PDEs.
IEEE Trans. Image Process., 1998
Unsupervised Deconvolution of Satellite Images.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Motion-based Segmentation by Means of Active Contours.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
1997
Deterministic edge-preserving regularization in computed imaging.
IEEE Trans. Image Process., 1997
Microwave imaging: Reconstructions from experimental data using conjugate gradient and enhancement by edge-preserving regularization.
Int. J. Imaging Syst. Technol., 1997
Segmentation and Edge-Preserving Restoration.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
1996
Poisson statistic and half-quadratic regularization for emission tomography reconstruction algorithm.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Nonlinear regularization using constrained edges in image reconstruction.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
1995
Nonlinear image processing: modeling and fast algorithm for regularization with edge detection.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
1994
A deterministic algorithm for edge-preserving computed imaging using Legendre transform.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Two Deterministic Half-Quadratic Regularization Algorithms for Computed Imaging.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
A fast tomographic reconstruction algorithm in the 2-D wavelet transform domain.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994
1993
An adaptive reconstruction method involving discontinuities.
Proceedings of the IEEE International Conference on Acoustics, 1993
1992
Noisy image restoration using multiresolution markov random fields.
J. Vis. Commun. Image Represent., 1992
1988
Ringing reduction in images restoration using mirror images and adaptive Kalman filtering.
Proceedings of the IEEE International Conference on Acoustics, 1988