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Emmanuel Soubies
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2020 – today
- 2024
- [j13]Arthur Floquet
, Sayantan Dutta
, Emmanuel Soubies
, Duong-Hung Pham
, Denis Kouame
:
Automatic Tuning of Denoising Algorithms Parameters Without Ground Truth. IEEE Signal Process. Lett. 31: 381-385 (2024) - 2023
- [j12]Cássio F. Dantas
, Emmanuel Soubies
, Cédric Févotte
:
Sphere Refinement in Gap Safe Screening. IEEE Signal Process. Lett. 30: 608-612 (2023) - [c19]Pascal Nguyen, Emmanuel Soubies, Caroline Chaux:
Map-Informed Unrolled Algorithms for Hyper-Parameter Estimation. ICIP 2023: 2160-2164 - [c18]Elizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies, Vincent Y. F. Tan:
Deep Unrolling for Nonconvex Robust Principal Component Analysis. MLSP 2023: 1-6 - [i6]Elizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies, Vincent Y. F. Tan:
Deep Unrolling for Nonconvex Robust Principal Component Analysis. CoRR abs/2307.05893 (2023) - 2022
- [j11]Sixin Zhang
, Emmanuel Soubies
, Cédric Févotte
:
Leveraging Joint-Diagonalization in Transform-Learning NMF. IEEE Trans. Signal Process. 70: 3802-3817 (2022) - [i5]Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte:
Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe Screening. CoRR abs/2202.07258 (2022) - 2021
- [j10]Cássio Fraga Dantas, Emmanuel Soubies, Cédric Févotte:
Expanding Boundaries of Gap Safe Screening. J. Mach. Learn. Res. 22: 236:1-236:57 (2021) - [j9]Emmanuel Soubies
, Adílson Chinatto
, Pascal Larzabal, João M. T. Romano, Laure Blanc-Féraud:
Direction-of-Arrival Estimation Through Exact Continuous ℓ2, 0-Norm Relaxation. IEEE Signal Process. Lett. 28: 16-20 (2021) - [c17]Cássio F. Dantas
, Emmanuel Soubies, Cédric Févotte:
Safe Screening for Sparse Regression with the Kullback-Leibler Divergence. ICASSP 2021: 5544-5548 - [c16]Thanh-An Pham, Emmanuel Soubies, Ferréol Soulez, Michael Unser
:
Diffraction Tomography From Single-Molecule Localization Microscopy: Numerical Feasibility. ISBI 2021: 854-857 - [i4]Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte:
Expanding boundaries of Gap Safe screening. CoRR abs/2102.10846 (2021) - [i3]Sixin Zhang, Emmanuel Soubies, Cédric Févotte:
On the Relationships between Transform-Learning NMF and Joint-Diagonalization. CoRR abs/2112.05664 (2021) - 2020
- [j8]Emmanuel Soubies
, Laure Blanc-Féraud, Gilles Aubert:
New Insights on the Optimality Conditions of the ℓ 2-ℓ 0 Minimization Problem. J. Math. Imaging Vis. 62(6-7): 808-824 (2020) - [j7]Sixin Zhang
, Emmanuel Soubies
, Cédric Févotte
:
On the Identifiability of Transform Learning for Non-Negative Matrix Factorization. IEEE Signal Process. Lett. 27: 1555-1559 (2020) - [j6]Thanh-An Pham
, Emmanuel Soubies
, Ahmed B. Ayoub, JooWon Lim, Demetri Psaltis, Michael Unser
:
Three-Dimensional Optical Diffraction Tomography With Lippmann-Schwinger Model. IEEE Trans. Computational Imaging 6: 727-738 (2020) - [j5]Mona Zehni, Laurène Donati, Emmanuel Soubies
, Zhizhen Zhao, Michael Unser
:
Joint Angular Refinement and Reconstruction for Single-Particle Cryo-EM. IEEE Trans. Image Process. 29: 6151-6163 (2020) - [c15]Shayan Aziznejad, Emmanuel Soubies, Michael Unser
:
Dictionary Learning with Statistical Sparsity in the Presence of Noise. EUSIPCO 2020: 2026-2029 - [c14]Thanh-An Pham, Emmanuel Soubies, Ahmed B. Ayoub, Demetri Psaltis, Michael Unser
:
Adaptive Regularization for Three-Dimensional Optical Diffraction Tomography. ISBI 2020: 182-186
2010 – 2019
- 2019
- [j4]Emmanuel Soubies
, Michael Unser
:
Computational Super-Sectioning for Single-Slice Structured-Illumination Microscopy. IEEE Trans. Computational Imaging 5(2): 240-250 (2019) - [c13]Mona Zehni, Laurène Donati, Emmanuel Soubies, Zhizhen Zhao, Minh N. Do
, Michael Unser
:
Joint density map and continuous angular refinement in cryo-electron microscopy. Computational Imaging 2019 - [c12]Laurène Donati, Emmanuel Soubies
, Michael Unser
:
Inner-Loop-Free Admm For Cryo-Em. ISBI 2019: 307-311 - [c11]Emmanuel Soubies
, Laure Blanc-Féraud, Sébastien Schaub
, Ellen Van Obberghen-Schilling:
Improving 3D MA-TIRF Reconstruction with Deconvolution and Background Estimation. ISBI 2019: 316-320 - [c10]Thanh-An Pham, Emmanuel Soubies
, Daniel Sage, Michael Unser
:
Closed-Form Expression Of The Fourier Ring-Correlation For Single-Molecule Localization Microscopy. ISBI 2019: 321-324 - 2018
- [c9]Thanh-An Pham, Emmanuel Soubies
, JooWon Lim, Alexandre Goy, Ferréol Soulez, Demetri Psaltis
, Michael Unser
:
Phaseless diffraction tomography with regularized beam propagation. ISBI 2018: 1268-1271 - [i2]Emmanuel Soubies, Ferréol Soulez
, Michael T. McCann, Thanh-An Pham, Laurène Donati, Thomas Debarre, Daniel Sage, Michael Unser:
Pocket Guide to Solve Inverse Problems with GlobalBioIm. CoRR abs/1812.07908 (2018) - 2017
- [j3]Emmanuel Soubies
, Laure Blanc-Féraud, Gilles Aubert:
A Unified View of Exact Continuous Penalties for ℓ2-ℓ0 Minimization. SIAM J. Optim. 27(3): 2034-2060 (2017) - [c8]Simon Gazagnes
, Emmanuel Soubies
, Laure Blanc-Féraud:
High density molecule localization for super-resolution microscopy using CEL0 based sparse approximation. ISBI 2017: 28-31 - [i1]Emmanuel Soubies, Thanh-An Pham, Michael Unser:
Efficient Inversion of Multiple-Scattering Model for Optical Diffraction Tomography. CoRR abs/1708.00745 (2017) - 2016
- [j2]Emmanuel Soubies, Laure Blanc-Féraud, Gilles Aubert:
Erratum: A Continuous Exact ℓ0 Penalty (CEL0) for Least Squares Regularized Problem. SIAM J. Imaging Sci. 9(1): 490-494 (2016) - [c7]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: 668-671 - 2015
- [j1]Emmanuel Soubies
, Laure Blanc-Féraud, Gilles Aubert:
A Continuous Exact ℓ0 Penalty (CEL0) for Least Squares Regularized Problem. SIAM J. Imaging Sci. 8(3): 1607-1639 (2015) - [c6]Adílson Chinatto, Emmanuel Soubies
, Cynthia Junqueira, João M. T. Romano, Pascal Larzabal, Jean-Pierre Barbot, Laure Blanc-Féraud:
ℓ0-optimization for channel and DOA sparse estimation. CAMSAP 2015: 305-308 - [c5]Emmanuelle Poulain, Sylvain Prigent, Emmanuel Soubies
, Xavier Descombes:
Cells detection using segmentation competition. ISBI 2015: 1208-1211 - 2014
- [c4]Emmanuel Soubies
, Laure Blanc-Féraud, Sebastien Schaub
, Gilles Aubert:
Sparse reconstruction from Multiple-Angle Total Internal Reflection fluorescence Microscopy. ICIP 2014: 2844-2848 - [c3]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: 608-611 - 2013
- [c2]Emmanuel Soubies, Pierre Weiss, Xavier Descombes:
A 3D Segmentation Algorithm for Ellipsoidal Shapes - Application to Nuclei Extraction. ICPRAM 2013: 97-105 - [c1]Emmanuel Soubies
, Pierre Weiss, Xavier Descombes:
Graph Cut Based Segmentation of Predefined Shapes: Applications to Biological Imaging. ICPRAM (Selected Papers) 2013: 153-170
Coauthor Index
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