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authFullName_s : Jérôme Bobin
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Sparsity and adaptivity for the blind separation of partially correlated sources

Jérôme Bobin , Jérémy Rapin , Anthony Larue , Jean-Luc Starck
IEEE Transactions on Signal Processing, 2015, 63 (5), pp.1199-1213. ⟨10.1109/TSP.2015.2391071⟩
Journal articles hal-01093148v1
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Sparse BSS in the presence of outliers

Cécile Chenot , Jérôme Bobin , Jérémy Rapin
2015
Preprints, Working Papers, ... hal-01103813v1
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Spectral unmixing of multi-temporal data in gamma-ray spectrometry

Paul Malfrait , Jérôme Bobin , Anne de Vismes Ott
Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 2023, 1045, pp.167547. ⟨10.1016/j.nima.2022.167547⟩
Journal articles hal-03663137v1

Exploiting sparsity for CMB component separation

Melis Irfan , Jérôme Bobin
53rd Rencontres de Moriond on Cosmology, Mar 2018, La Thuile, Italy. pp.349-351
Conference papers hal-02946219v1

Polarizer-free polarization contrast compressive imaging

Julien Fade , Estéban Perrotin , Jérôme Bobin
Mathematics in Imaging, OSA, Jun 2019, Munich, Germany
Conference papers hal-02879506v1
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Blind separation of sparse sources in the presence of outliers

Cécile Chenot , Jérôme Bobin
Signal Processing, 2017, 138, pp.233 - 243. ⟨10.1016/j.sigpro.2017.03.024⟩
Journal articles hal-01540186v1

Polarizer-free two-pixel polarimetric camera by compressive sensing

Julien Fade , Estéban Perrotin , Jérôme Bobin
Applied optics, 2018, 57 (7), pp.B102-B113. ⟨10.1364/AO.57.00B102⟩
Journal articles hal-01673537v1
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Semi-Blind Source Separation with Learned Physic-Driven Constraints

Rémi Carloni Gertosio , Jérôme Bobin , Fabio Acero
2021
Preprints, Working Papers, ... hal-03270406v1
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Analysis of gamma-ray spectra with spectral unmixing — Part I: Determination of the characteristic limits (decision threshold and statistical uncertainty) for measurements of environmental aerosol filters

Jiaxin Xu , Jérôme Bobin , Anne de Vismes Ott , Christophe Bobin , Paul Malfrait
Applied Radiation and Isotopes, 2022, 182, pp.110109. ⟨10.1016/j.apradiso.2022.110109⟩
Journal articles irsn-04072716v1
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Morphological Component Analysis : An Adaptive Thresholding Strategy

Jérôme Bobin , Jean-Luc Starck , Jalal M. Fadili , Yassir Moudden , David L. Donoho
IEEE Transactions on Image Processing, 2007, 16 (11), pp.2675-2681. ⟨10.1109/TIP.2007.907073⟩
Journal articles hal-00196076v1
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Morphological diversity and sparsity : new insights into multivariate data analysis

Jérôme Bobin , Jalal M. Fadili , Yassir Moudden , Jean-Luc Starck
SPIE Wavelets XII, 2007, San Diego, United States. ⟨10.1117/12.731589⟩
Conference papers hal-00196742v1
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Analysis of gamma-ray spectra with spectral unmixing -Part II: Calibrations for the quantitative analysis of HPGe measurements

Jiaxin Xu , Jérôme Bobin , Anne de Vismes Ott , Christophe Bobin , Paul Malfrait
2021
Preprints, Working Papers, ... hal-03238923v1
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Sparse and non-negative BSS for noisy data

Jérémy Rapin , Jérôme Bobin , Anthony Larue , Jean-Luc Starck
IEEE Transactions on Signal Processing, 2013, 61 (22), pp.5620 - 5632. ⟨10.1109/TSP.2013.2279358⟩
Journal articles cea-01816377v1

NMF with Sparse Regularizations in Transformed Domains

Jérémy Rapin , Jérôme Bobin , Anthony Larue , Jean-Luc Starck
SIAM Journal on Imaging Sciences, 2014, 7 (4), pp.2020 - 2047. ⟨10.1137/140952314⟩
Journal articles hal-01862371v1

Imagerie polarimétrique à deux pixels sans polariseur par échantillonnage compressif

Julien Fade , Estéban Perrotin , Jérôme Bobin
4è journée "co-conception" GDR ISIS, Oct 2017, Paris, France
Conference papers hal-01673535v1
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Two-pixel polarimetric camera by compressive sensing

Julien Fade , Estéban Perrotin , Jérôme Bobin
2017
Preprints, Working Papers, ... hal-01546101v1
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Three-dimensional morphological asymmetries in the ejecta of Cassiopeia A using a component separation method in X-rays

Adrien Picquenot , Fabio Acero , Tyler Holland-Ashford , Laura A. Lopez , Jérôme Bobin
Astronomy and Astrophysics - A&A, 2021, 646, pp.A82. ⟨10.1051/0004-6361/202039170⟩
Journal articles cea-03140525v1

Imagerie polarimétrique à deux pixels par échantillonnage compressif

Julien Fade , Estéban Perrotin , Jérôme Bobin
GRETSI 2017, Sep 2017, Juan-les-Pins, France
Conference papers hal-01673534v1

Retrieving the 21-cm signal from the Epoch of Reionization with learnt Gaussian process kernels

Florent G Mertens , Jérôme Bobin , Isabella P Carucci
2023
Preprints, Working Papers, ... hal-04179245v1
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Stacked Sparse Non-Linear Blind Source Separation

Christophe Kervazo , Jérôme Bobin
2019
Preprints, Working Papers, ... hal-02088465v1
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Application of Non-negative Matrix Factorization to LC/MS data

Jérémy Rapin , Antoine Souloumiac , Jérôme Bobin , Anthony Larue , Chistophe Junot , et al.
Signal Processing: Image Communication, 2016, 123, pp.75-83. ⟨10.1016/j.sigpro.2015.12.014⟩
Journal articles hal-01099079v2
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CMB map restoration

Jérôme Bobin , Jean-Luc Starck , Florent Sureau , Jalal M. Fadili
Advances in Astronomy, 2012, 2012 (ID 703217), 15 p. ⟨10.1155/2012/703217⟩
Journal articles hal-00809239v1
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21-cm foregrounds and polarization leakage: cleaning and mitigation strategies

Steven Cunnington , Melis O. Irfan , Isabella P. Carucci , Alkistis Pourtsidou , Jérôme Bobin
Monthly Notices of the Royal Astronomical Society, 2021, 504 (1), pp.208-227. ⟨10.1093/mnras/stab856⟩
Journal articles hal-02987522v1
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Analysis of gamma-ray spectra with spectral unmixing, Part II: Recalibration for the quantitative analysis of HPGe measurements

Jiaxin Xu , Jérôme Bobin , Anne de Vismes Ott , Christophe Bobin , Paul Malfrait
Applied Radiation and Isotopes, 2022, 182, pp.110082. ⟨10.1016/j.apradiso.2021.110082⟩
Journal articles irsn-04072750v1

Recovery of 21 cm intensity maps with sparse component separation

Isabella P. Carucci , Melis O. Irfan , Jérôme Bobin
Monthly Notices of the Royal Astronomical Society, 2020, 499 (1), pp.304-319. ⟨10.1093/mnras/staa2854⟩
Journal articles hal-02886875v1
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Determining thermal dust emission from Planck HFI data using a sparse, parametric technique

Melis O. Irfan , Jérôme Bobin , Marc-Antoine Miville-Deschênes , Isabelle Grenier
Astronomy and Astrophysics - A&A, 2019, 623, pp.A21. ⟨10.1051/0004-6361/201834394⟩
Journal articles hal-01990699v1