Emmanuel Soubies
CNRS researcher at IRIT.
54
Documents
Researcher identifiers
emmanuel-soubies-
0000-0003-0571-6983
- Google Scholar : https://scholar.google.com/citations?user=OouTPC0AAAAJ&hl=fr
- IdRef : 198702949
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Exact continuous relaxations of l0-regularized criteria with non-quadratic data terms2024
Preprints, Working Papers, ...
hal-04451909v1
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Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe Screening2023
Preprints, Working Papers, ...
hal-03564336v2
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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-04153083v1
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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-04160961v1
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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-04132428v1
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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-04138308v2
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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-02966135v1
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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
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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-03147345v2
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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-02444659v2
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User-friendly Building of Reconstruction Algorithms with GlobalBioImQuantitative BioImaging Conference 2020, Jan 2020, Oxford, United Kingdom
Conference papers
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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-02017862v1
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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
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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-02048083v1
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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-02048101v1
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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-03012568v1
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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-02263782v1
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PHASELESS DIFFRACTION TOMOGRAPHY WITH REGULARIZED BEAM PROPAGATIONIEEE International Symposium on Biomedical Imaging (ISBI), 2018, Washington, United States
Conference papers
hal-01978525v1
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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-01560319v1
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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-01632807v1
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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-01443565v1
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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-01257736v1
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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-01349670v1
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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
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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-01212042v1
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Seuillage CEL0 pour la minimisation l2- l0 : comparaisons avec IHTColloque Gretsi, Sep 2015, Lyon, France. pp.4
Conference papers
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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
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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
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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
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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
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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-00733187v1
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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
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