Emmanuel Soubies

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 31

Top Topics

Robust Principal Component Analysis

Matrix Factorization

Sparse Approximation

Top Venues

IEEE Signal Process. Lett.

SIAM J. Imaging Sci.

Publications

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 (2024)
Pascal Nguyen, Emmanuel Soubies, Caroline Chaux
Map-Informed Unrolled Algorithms for Hyper-Parameter Estimation. ICIP (2023)
Elizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies, Vincent Y. F. Tan
Deep Unrolling for Nonconvex Robust Principal Component Analysis. MLSP (2023)
Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte
Sphere Refinement in Gap Safe Screening. IEEE Signal Process. Lett. 30 (2023)
Elizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies, Vincent Y. F. Tan
Deep Unrolling for Nonconvex Robust Principal Component Analysis. CoRR (2023)
Sixin Zhang, Emmanuel Soubies, Cédric Févotte
Leveraging Joint-Diagonalization in Transform-Learning NMF. IEEE Trans. Signal Process. 70 (2022)
Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte
Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe Screening. CoRR (2022)
Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte
Expanding boundaries of Gap Safe screening. CoRR (2021)
Sixin Zhang, Emmanuel Soubies, Cédric Févotte
On the Relationships between Transform-Learning NMF and Joint-Diagonalization. CoRR (2021)
Cássio Fraga Dantas, Emmanuel Soubies, Cédric Févotte
Expanding Boundaries of Gap Safe Screening. J. Mach. Learn. Res. 22 (2021)
Emmanuel Soubies, Adilson Chinatto, Pascal Larzabal, João M. T. Romano, Laure Blanc-Féraud
-Norm Relaxation. IEEE Signal Process. Lett. 28 (2021)
Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte
Safe Screening for Sparse Regression with the Kullback-Leibler Divergence. ICASSP (2021)
Thanh-An Pham, Emmanuel Soubies, Ferréol Soulez, Michael Unser
Diffraction Tomography From Single-Molecule Localization Microscopy: Numerical Feasibility. ISBI (2021)
Shayan Aziznejad, Emmanuel Soubies, Michael Unser
Dictionary Learning with Statistical Sparsity in the Presence of Noise. EUSIPCO (2020)
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 (2020)
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 (2020)
Emmanuel Soubies, Laure Blanc-Féraud, Gilles Aubert
Minimization Problem. J. Math. Imaging Vis. 62 (6-7) (2020)
Sixin Zhang, Emmanuel Soubies, Cédric Févotte
On the Identifiability of Transform Learning for Non-Negative Matrix Factorization. IEEE Signal Process. Lett. 27 (2020)
Thanh-An Pham, Emmanuel Soubies, Ahmed B. Ayoub, Demetri Psaltis, Michael Unser
Adaptive Regularization for Three-Dimensional Optical Diffraction Tomography. ISBI (2020)
Emmanuel Soubies, Laure Blanc-Féraud, Sébastien Schaub, Ellen Van Obberghen-Schilling
Improving 3D MA-TIRF Reconstruction with Deconvolution and Background Estimation. ISBI (2019)
Laurène Donati, Emmanuel Soubies, Michael Unser
Inner-Loop-Free Admm For Cryo-Em. ISBI (2019)
Emmanuel Soubies, Michael Unser
Computational Super-Sectioning for Single-Slice Structured-Illumination Microscopy. IEEE Trans. Computational Imaging 5 (2) (2019)
Thanh-An Pham, Emmanuel Soubies, Daniel Sage, Michael Unser
Closed-Form Expression Of The Fourier Ring-Correlation For Single-Molecule Localization Microscopy. ISBI (2019)
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)
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 (2018)
Thanh-An Pham, Emmanuel Soubies, JooWon Lim, Alexandre Goy, Ferréol Soulez, Demetri Psaltis, Michael Unser
Phaseless diffraction tomography with regularized beam propagation. ISBI (2018)
Simon Gazagnes, Emmanuel Soubies, Laure Blanc-Féraud
High density molecule localization for super-resolution microscopy using CEL0 based sparse approximation. ISBI (2017)
Emmanuel Soubies, Thanh-An Pham, Michael Unser
Efficient Inversion of Multiple-Scattering Model for Optical Diffraction Tomography. CoRR (2017)
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)
Adilson 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)
Emmanuel Soubies, Laure Blanc-Féraud, Gilles Aubert
Penalty (CEL0) for Least Squares Regularized Problem. SIAM J. Imaging Sci. 8 (3) (2015)
Emmanuelle Poulain, Sylvain Prigent, Emmanuel Soubies, Xavier Descombes
Cells detection using segmentation competition. ISBI (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)
Emmanuel Soubies, Laure Blanc-Féraud, Sebastien Schaub, Gilles Aubert
Sparse reconstruction from Multiple-Angle Total Internal Reflection fluorescence Microscopy. ICIP (2014)
Emmanuel Soubies, Pierre Weiss, Xavier Descombes
A 3D Segmentation Algorithm for Ellipsoidal Shapes - Application to Nuclei Extraction. ICPRAM (2013)
Emmanuel Soubies, Pierre Weiss, Xavier Descombes
Graph Cut Based Segmentation of Predefined Shapes: Applications to Biological Imaging. ICPRAM (Selected Papers) (2013)