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Soubies, Emmanuel
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1

Estimation of off-the grid sparse spikes with over-parametr..:

Bénard, Pierre-Jean ; Traonmilin, Yann ; Aujol, Jean-François.
Inverse Problems.  40 (2024)  5 - p. 055010 , 2024
Link: https://doi.org/10.1088/..
 
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2

Automatic Tuning of Denoising Algorithms Parameters Without..:

Floquet, Arthur ; Dutta, Sayantan ; Soubies, Emmanuel..
IEEE Signal Processing Letters.  31 (2024)  - p. 381-385 , 2024
Link: https://doi.org/10.1109/..
 
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3

Sphere Refinement in Gap Safe Screening:

Dantas, Cássio F. ; Soubies, Emmanuel ; Févotte, Cédric
IEEE Signal Processing Letters.  30 (2023)  - p. 608-612 , 2023
Link: https://doi.org/10.1109/..
 
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4

The MLE is a reliable source: sharp performance guarantees ..:

Munier, Nathanaël ; Soubies, Emmanuel ; Weiss, Pierre
Inverse Problems.  , 2023
Link: https://doi.org/10.1088/..
 
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5

Deep Unrolling for Nonconvex Robust Principal Component Ana..:

, In: 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP),
Tan, Elizabeth Z. C. ; Chaux, Caroline ; Soubies, Emmanuel. - p. 1-6 , 2023
Link: https://doi.org/10.1109/..
 
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6

Map-Informed Unrolled Algorithms for Hyper-Parameter Estima..:

, In: 2023 IEEE International Conference on Image Processing (ICIP),
Nguyen, Pascal ; Soubies, Emmanuel ; Chaux, Caroline - p. 2160-2164 , 2023
Link: https://doi.org/10.1109/..
 
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7

Leveraging Joint-Diagonalization in Transform-Learning NMF:

Zhang, Sixin ; Soubies, Emmanuel ; Févotte, Cédric
IEEE Transactions on Signal Processing.  70 (2022)  - p. 3802-3817 , 2022
Link: https://doi.org/10.1109/..
 
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8

Optical diffraction tomography from single-molecule localiz..:

Pham, Thanh-an ; Soubies, Emmanuel ; Soulez, Ferréol.
Optics Communications.  499 (2021)  - p. 127290 , 2021
Link: https://doi.org/10.1016/..
 
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9

Dictionary Learning with Statistical Sparsity in the Presen..:

, In: 2020 28th European Signal Processing Conference (EUSIPCO),
Aziznejad, Shayan ; Soubies, Emmanuel ; Unser, Michael - p. 2026-2029 , 2021
Link: https://doi.org/10.23919..
 
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10

Adaptive Regularization for Three-Dimensional Optical Diffr..:

, In: 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI),
Pham, Thanh-an ; Soubies, Emmanuel ; Ayoub, Ahmed.. - p. 182-186 , 2020
Link: https://doi.org/10.1109/..
 
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11

Three-Dimensional Optical Diffraction Tomography With Lippm..:

Pham, Thanh-an ; Soubies, Emmanuel ; Ayoub, Ahmed...
IEEE Transactions on Computational Imaging.  6 (2020)  - p. 727-738 , 2020
Link: https://doi.org/10.1109/..
 
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12

Joint Angular Refinement and Reconstruction for Single-Part..:

Zehni, Mona ; Donati, Laurene ; Soubies, Emmanuel..
IEEE Transactions on Image Processing.  29 (2020)  - p. 6151-6163 , 2020
Link: https://doi.org/10.1109/..
 
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13

Nanometric axial resolution of fibronectin assembly units a..:

Soubies, Emmanuel ; Radwanska, Agata ; Grall, Dominique...
Scientific Reports.  9 (2019)  1 - p. , 2019
Link: https://doi.org/10.1038/..
 
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14

New Insights on the Optimality Conditions of the $$\ell _2-..:

Soubies, Emmanuel ; Blanc-Féraud, Laure ; Aubert, Gilles
Journal of Mathematical Imaging and Vision.  62 (2019)  6-7 - p. 808-824 , 2019
Link: https://doi.org/10.1007/..
 
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15

Pocket guide to solve inverse problems with GlobalBioIm:

Soubies, Emmanuel ; Soulez, Ferréol ; McCann, Michael T...
Inverse Problems.  35 (2019)  10 - p. 104006 , 2019
Link: https://doi.org/10.1088/..
 
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