
Emmanuel Soubies
CNRS researcher at IRIT.
60
Documents
Current affiliation
- Signal et Communications (IRIT-SC)
Researcher identifiers
Publications
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Publications
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Fourier Analysis of Interference Scanning Optical Probe Microscopy2025
Preprints, Working Papers, ...
hal-04969247
v1
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Convexity in ReLU Neural Networks: beyond ICNNs?2025
Preprints, Working Papers, ...
hal-04877619
v1
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Exact continuous relaxations of l0-regularized criteria with non-quadratic data terms2024
Preprints, Working Papers, ...
hal-04451909
v1
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Exploring instabilities of inverse problem solvers with low-dimensional manifolds2024
Preprints, Working Papers, ...
hal-04753218
v1
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Jackpot: Approximating Uncertainty Domains with Adversarial Manifolds2024
Preprints, Working Papers, ...
hal-04744486
v1
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Learning Weighted Least Squares Data Term for Poisson Image DeconvolutionIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2025, Hyderabad, India. ⟨10.1109/ICASSP49660.2025.10888144⟩
Conference papers
hal-04887464
v1
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On L0 Bregman-Relaxations for Kullback-Leibler Sparse RegressionMLSP 2024 - IEEE 34th International Workshop on Machine Learning for Signal Processing, Sep 2024, London, United Kingdom. pp.1-6, ⟨10.1109/MLSP58920.2024.10734806⟩
Conference papers
hal-04771394
v1
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Algorithmes de visualisation de non-identifiabilitéXXIXème Colloque Francophone de Traitement du Signal et des Images (GRETSI 2023), Groupe de Recherche et d'Etudes de Traitement du Signal et des Images, Aug 2023, Grenoble, France
Conference papers
hal-04138308
v2
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Deep Unrolling for Nonconvex Robust Principal Component AnalysisIEEE MLSP 2023, Sep 2023, Rome, France. ⟨10.1109/MLSP55844.2023.10285962⟩
Conference papers
hal-04160961
v1
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MAP-informed Unrolled Algorithms for Hyper-parameter Estimation2023 IEEE International Conference on Image Processing (ICIP), Oct 2023, Kuala Lumpur, Malaysia. pp.2160-2164, ⟨10.1109/ICIP49359.2023.10222154⟩
Conference papers
hal-04153083
v1
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Optical Diffraction Tomography Meets Fluorescence Localization Microscopy1st International Symposium on Computational Sensing (ISCS 2023), Jun 2023, Luxembourg, Luxembourg
Conference papers
hal-04132428
v1
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Dictionary Learning with Statistical Sparsity in the Presence of Noise28th European Signal Processing Conference - EUSIPCO 2020, Jan 2021, Amsterdam, Netherlands. pp.2026-2029
Conference papers
hal-02966135
v1
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DIFFRACTION TOMOGRAPHY FROM SINGLE-MOLECULE LOCALIZATION MICROSCOPY: NUMERICAL FEASIBILITYIEEE 18th International Symposium on Biomedical Imaging (ISBI), Apr 2021, Nice (Virtual), France
Conference papers
hal-03184774
v1
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Safe screening for sparse regression with the Kullback-Leibler divergenceIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto (virtual), Canada
Conference papers
hal-03147345
v2
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User-friendly Building of Reconstruction Algorithms with GlobalBioImQuantitative BioImaging Conference 2020, Jan 2020, Oxford, United Kingdom
Conference papers
hal-02433452
v1
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Adaptive Regularization for Three-dimensional Optical Diffraction Tomography, 2020 IEEE 16th International Symposium on Biomedical Imaging (ISBI), Apr 2020, Iowa City, United States. ⟨10.1109/ISBI45749.2020.9098523⟩
Conference papers
hal-02444659
v2
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The Sliding Frank-Wolfe Algorithm for the BLASSOWorkshop on Signal Processing with Adaptative Sparse Structured Representations - SPARS 2019, Sep 2019, Toulouse, France
Conference papers
hal-03012568
v1
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On the Local Minimizers of the CEL0 RelaxationSPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations - Workshop, Jul 2019, Toulouse, France
Conference papers
hal-02263782
v1
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Joint density map and continuous angular refinement in cryo-electron microscopyIS&T International Symposium on Electronic Imaging, Jan 2019, Burlingame, United States. pp.133-1-133-5, ⟨10.2352/ISSN.2470-1173.2019.13.COIMG-133⟩
Conference papers
hal-02428184
v1
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Closed-Form Expression of the Fourier Ring-Correlation for Single-Molecule Localization MicroscopyISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venise, Italy
Conference papers
hal-02048083
v1
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Improving 3D MA-TIRF Reconstruction with Deconvolution and Background EstimationIEEE International Symposium on Biomedical Imaging, Apr 2019, Venise, Italy. ⟨10.1109/ISBI.2019.8759103⟩
Conference papers
hal-02017862
v1
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Inner-Loop Free ADMM for Cryo-EMISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venise, Italy
Conference papers
hal-02048101
v1
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PHASELESS DIFFRACTION TOMOGRAPHY WITH REGULARIZED BEAM PROPAGATIONIEEE International Symposium on Biomedical Imaging (ISBI), 2018, Washington, United States
Conference papers
hal-01978525
v1
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High density molecule localization for super-resolution microscopy using CEL0 based sparse approximationISBI 2017 - IEEE International Symposium on Biomedical Imaging, Apr 2017, Melbourne, Australia. pp.4, ⟨10.1109/ISBI.2017.7950460⟩
Conference papers
hal-01443565
v1
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GlobalBioIm: A Unifying Computational Framework for Solving Inverse ProblemsOSA Imaging and Applied Optics Congress on Computational Optical Sensing and Imaging (COSI'17), 2017, San Francisco, United States
Conference papers
insu-01632807
v1
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Quelles relaxations continues pour le critère $l2-l0$ ?Colloque Gretsi, Sep 2017, Juan-Les-Pins, France. pp.4
Conference papers
hal-01560319
v1
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Some results on sparse L2-L0 reconstruction: Continuous Exact L0 penaltiesNCMIP 2016 - New Computational Methods for Inverse Problem , ENS Cachan, Apr 2016, Cachan, France
Conference papers
hal-01349670
v1
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Some results on sparse L2-L0 reconstruction: Continuous Exact L0 penaltiesWorkshop ATLAS on mathematical and algorithmimcal approaches for high dimensional problems in data sciences. , GdR MaDICS, May 2016, Grenoble, France
Conference papers
hal-01358112
v1
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A Framework for Multi-angle Tirf Microscope CalibrationISBI - International Symposium on Biomedical Imaging, Apr 2016, Prague, Czech Republic. pp.4, ⟨10.1109/ISBI.2016.7493355⟩
Conference papers
hal-01257736
v1
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CEL0: a continuous alternative to l0 penaltySignal Processing with Adaptive Sparse Structured Representations (SPARS), Jul 2015, Cambridge, United Kingdom
Conference papers
hal-01167192
v1
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Cells Detection Using Segmentation CompetitionISBI - International Symposium on Biomedical Imaging, Apr 2015, Brooklyn, United States. ⟨10.1109/ISBI.2015.7164090⟩
Conference papers
hal-01113167
v1
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L0-Optimization for Channel and DOA Sparse EstimationInternational Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec 2015, Cancun, Mexico. pp.305-308, ⟨10.1109/CAMSAP.2015.7383797⟩
Conference papers
hal-01212042
v1
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Seuillage CEL0 pour la minimisation l2- l0 : comparaisons avec IHTColloque Gretsi, Sep 2015, Lyon, France. pp.4
Conference papers
hal-01169557
v1
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A 3D model with shape prior information for biological structures reconstruction using Multiple-Angle Total Internal Reflection Fluorescence MicroscopyISBI - International Symposium on Biomedical Imaging, Apr 2014, Beijing, China. pp.608 - 611, ⟨10.1109/ISBI.2014.6867944⟩
Conference papers
hal-00914998
v1
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Sparse reconstruction from Multiple-Angle Total Internal Reflection Fluorescence MicroscopyICIP - International Conference on Image Processing, Oct 2014, Paris, France. pp.2844 - 2848, ⟨10.1109/ICIP.2014.7025575⟩
Conference papers
hal-01037895
v1
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A 3D segmentation algorithm for ellipsoidal shapes. Application to nuclei extraction.ICPRAM - International Conference on Pattern Recognition Applications and Methods, Feb 2013, Barcelona, Spain. pp.97-105
Conference papers
hal-00733187
v1
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Graph Cut Based Segmentation of Predefined Shapes: Applications to Biological ImagingPattern Recognition Applications and Methods., 318, Springer-Verlag, pp.153-170, 2015, Advances in Intelligent Systems and Computing, 978-3-319-12610-4. ⟨10.1007/978-3-319-12610-4_10⟩
Book sections
hal-01088384
v1
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Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe ScreeningIRIT - Institut de Recherche en Informatique de Toulouse. 2023
Reports
hal-03564336
v2
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