Emmanuel Soubies

Orcid: 0000-0003-0571-6983

According to our database1, Emmanuel Soubies authored at least 37 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Automatic Tuning of Denoising Algorithms Parameters Without Ground Truth.
IEEE Signal Process. Lett., 2024

On $\ell_{0}$ Bregman-Relaxations for Kullback-Leibler Sparse Regressionx.
Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

2023
Sphere Refinement in Gap Safe Screening.
IEEE Signal Process. Lett., 2023

Deep Unrolling for Nonconvex Robust Principal Component Analysis.
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

Map-Informed Unrolled Algorithms for Hyper-Parameter Estimation.
Proceedings of the IEEE International Conference on Image Processing, 2023

2022
Leveraging Joint-Diagonalization in Transform-Learning NMF.
IEEE Trans. Signal Process., 2022

Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe Screening.
CoRR, 2022

2021
Direction-of-Arrival Estimation Through Exact Continuous ℓ<sub>2, 0</sub>-Norm Relaxation.
IEEE Signal Process. Lett., 2021

Expanding Boundaries of Gap Safe Screening.
J. Mach. Learn. Res., 2021

On the Relationships between Transform-Learning NMF and Joint-Diagonalization.
CoRR, 2021

Diffraction Tomography From Single-Molecule Localization Microscopy: Numerical Feasibility.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Safe Screening for Sparse Regression with the Kullback-Leibler Divergence.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Joint Angular Refinement and Reconstruction for Single-Particle Cryo-EM.
IEEE Trans. Image Process., 2020

Three-Dimensional Optical Diffraction Tomography With Lippmann-Schwinger Model.
IEEE Trans. Computational Imaging, 2020

On the Identifiability of Transform Learning for Non-Negative Matrix Factorization.
IEEE Signal Process. Lett., 2020

New Insights on the Optimality Conditions of the ℓ <sub>2-ℓ</sub> <sub>0</sub> Minimization Problem.
J. Math. Imaging Vis., 2020

Adaptive Regularization for Three-Dimensional Optical Diffraction Tomography.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Dictionary Learning with Statistical Sparsity in the Presence of Noise.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Computational Super-Sectioning for Single-Slice Structured-Illumination Microscopy.
IEEE Trans. Computational Imaging, 2019

Improving 3D MA-TIRF Reconstruction with Deconvolution and Background Estimation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Closed-Form Expression Of The Fourier Ring-Correlation For Single-Molecule Localization Microscopy.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Inner-Loop-Free Admm For Cryo-Em.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Joint density map and continuous angular refinement in cryo-electron microscopy.
Proceedings of the Computational Imaging XVII, Burlingame, 2019

2018
Pocket Guide to Solve Inverse Problems with GlobalBioIm.
CoRR, 2018

Phaseless diffraction tomography with regularized beam propagation.
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

Efficient Inversion of Multiple-Scattering Model for Optical Diffraction Tomography.
CoRR, 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

2015
A Continuous Exact ℓ<sub>0</sub> Penalty (CEL0) for Least Squares Regularized Problem.
SIAM J. Imaging Sci., 2015

Cells detection using segmentation competition.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 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
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
Graph Cut Based Segmentation of Predefined Shapes: Applications to Biological Imaging.
Proceedings of the Pattern Recognition Applications and Methods - International Conference, 2013

A 3D Segmentation Algorithm for Ellipsoidal Shapes - Application to Nuclei Extraction.
Proceedings of the ICPRAM 2013, 2013


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