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Jérôme Bobin
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2020 – today
- 2024
- [c17]Dinh Triem Phan, Jérôme Bobin, Cheick Thiam, Christophe Bobin:
A Hybrid Machine Learning Unmixing Method for Gamma-Spectrometry. EUSIPCO 2024: 1871-1875 - [i13]Mostafa Cherif, Tobías I. Liaudat, Jonathan Kern, Christophe Kervazo, Jérôme Bobin:
Uncertainty quantification for fast reconstruction methods using augmented equivariant bootstrap: Application to radio interferometry. CoRR abs/2410.23178 (2024) - 2023
- [j26]Joana Frontera-Pons
, Florent Sureau
Data-driven templates with dictionary learning and sparse representations for photometric redshift estimation. Astron. Comput. 44: 100735 (2023) - [j25]Jérôme Bobin
An autoencoder-based model for learning regularizations in unmixing problems. Digit. Signal Process. 139: 104058 (2023) - [j24]Rémi Carloni Gertosio, Jérôme Bobin
Joint deconvolution and blind source separation with non-coplanar interferometric data. Digit. Signal Process. 140: 104094 (2023) - [j23]Rémi Carloni Gertosio
Semi-Blind Source Separation with Learned Constraints. Signal Process. 202: 108776 (2023) - [c16]Julia Lascar, Jérôme Bobin, Fabio Acero:
Sushi: Learning-Based Hyperspectral Image Unmixing with Spectral Variabilities. WHISPERS 2023: 1-5 - 2022
- [c15]Mohammad Fahes, Christophe Kervazo, Jérôme Bobin, Florence Tupin:
Unrolling PALM for Sparse Semi-Blind Source Separation. ICLR 2022 - [c14]Rémi Carloni Gertosio
Blind Source Separation with Non-Coplanar Interferometric Data. SAM 2022: 435-439 - [i12]Rémi Carloni Gertosio, Jérôme Bobin, Fabio Acero:
Semi-Blind Source Separation with Learned Constraints. CoRR abs/2209.13585 (2022) - 2021
- [j22]Rémi Carloni Gertosio
Joint deconvolution and unsupervised source separation for data on the sphere. Digit. Signal Process. 110: 102946 (2021) - [i11]Mohammad Fahes, Christophe Kervazo, Jérôme Bobin, Florence Tupin:
unrolling palm for sparse semi-blind source separation. CoRR abs/2112.05694 (2021) - 2020
- [j21]Christophe Kervazo, Jérôme Bobin, Cécile Chenot, Florent Sureau
Use of PALM for ℓ1 sparse matrix factorization: Difficulty and rationalization of a two-step approach. Digit. Signal Process. 97 (2020) - [j20]Christophe Kervazo, Tobías I. Liaudat, Jérôme Bobin:
Faster and better sparse blind source separation through mini-batch optimization. Digit. Signal Process. 106: 102827 (2020) - [j19]Jérôme Bobin, Imane El Hamzaoui, Adrien Picquenot
Sparse BSS From Poisson Measurements. IEEE Trans. Image Process. 29: 9429-9444 (2020)
2010 – 2019
- 2019
- [c13]Jérôme Bobin, Fabio Acero, Adrien Picquenot:
Metric Learning for Semi-Supervised Sparse Source Separation with Spectral Examples. CAMSAP 2019: 450-454 - 2018
- [j18]Cécile Chenot, Jérôme Bobin:
Blind Source Separation with Outliers in Transformed Domains. SIAM J. Imaging Sci. 11(2): 1524-1559 (2018) - [j17]Christophe Kervazo, Jérôme Bobin, Cecile Chenot:
Blind separation of a large number of sparse sources. Signal Process. 150: 157-165 (2018) - [c12]Christophe Kervazo, Jérôme Bobin, Cecile Chenot:
Heuristics for Efficient Sparse Blind Source Separation. EUSIPCO 2018: 489-493 - [c11]Joana Frontera-Pons
Dictionary Learning for Photometric Redshift Estimation. EUSIPCO 2018: 1740-1744 - [i10]Imane El Hamzaoui, Jérôme Bobin:
Sparse component separation from Poisson measurements. CoRR abs/1812.04370 (2018) - [i9]Christophe Kervazo, Jérôme Bobin, Cécile Chenot:
Heuristics for Efficient Sparse Blind Source Separation. CoRR abs/1812.06737 (2018) - 2017
- [j16]Ming Jiang, Jérôme Bobin, Jean-Luc Starck:
Joint Multichannel Deconvolution and Blind Source Separation. SIAM J. Imaging Sci. 10(4): 1997-2021 (2017) - [j15]Cécile Chenot, Jérôme Bobin:
Blind separation of sparse sources in the presence of outliers. Signal Process. 138: 233-243 (2017) - [c10]Cécile Chenot, Jérôme Bobin:
BSS with Corrupted Data in Transformed Domains. LVA/ICA 2017: 542-552 - [i8]Ming Jiang, Jérôme Bobin, Jean-Luc Starck:
Joint Multichannel Deconvolution and Blind Source Separation. CoRR abs/1703.02650 (2017) - [i7]Julien Fade, Estéban Perrotin, Jérôme Bobin:
Two-pixel polarimetric camera by compressive sensing. CoRR abs/1707.03705 (2017) - 2016
- [j14]Jérémy Rapin, Antoine Souloumiac, Jérôme Bobin, Anthony Larue, Christophe Junot, Minale Ouethrani, Jean-Luc Starck
Application of non-negative matrix factorization to LC/MS data. Signal Process. 123: 75-83 (2016) - [i6]Vinayak Abrol, Olivier Absil, Pierre-Antoine Absil, Sandrine Anthoine, Philippe Antoine, Thomas Arildsen, Nancy Bertin, Folkert Bleichrodt, Jérôme Bobin, Anne Bol, Antoine Bonnefoy, Francesco Caltagirone, Valerio Cambareri, Cecile Chenot, Vladimir S. Crnojevic, Marie Danková, Kévin Degraux, Jens Eisert, Mohamed-Jalal Fadili, Marylou Gabrié, Nicolas Gac, Daniele Giacobello, Carlos A. Gomez Gonzalez, Adriana Gonzalez, Pierre-Yves Gousenbourger, Mads Græsbøll Christensen, Rémi Gribonval, Stéphanie Guérit, Shaoguang Huang, Paul Irofti, Laurent Jacques, Ulugbek S. Kamilov, Srdan Kitic, Martin Kliesch, Florent Krzakala, John A. Lee, Wenzhi Liao, Tobias Lindstrøm Jensen, Andre Manoel, Hassan Mansour, Ali Mohammad-Djafari, Amirafshar Moshtaghpour, Fred Maurice Ngolè Mboula, Benoît Pairet, Marko Panic, Gabriel Peyré, Aleksandra Pizurica, Pavel Rajmic, Matthieu Roblin, Ingo Roth, Anil Kumar Sao, Pulkit Sharma, Jean-Luc Starck, Eric W. Tramel, Toon van Waterschoot, Dejan Vukobratovic, Li Wang, Benedikt Wirth, Gerhard Wunder, Hongyan Zhang:
Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). CoRR abs/1609.04167 (2016) - 2015
- [j13]Cecile Chenot, Jérôme Bobin, Jérémy Rapin:
Robust Sparse Blind Source Separation. IEEE Signal Process. Lett. 22(11): 2172-2176 (2015) - [j12]Jérôme Bobin, Jérémy Rapin, Anthony Larue, Jean-Luc Starck
Sparsity and Adaptivity for the Blind Separation of Partially Correlated Sources. IEEE Trans. Signal Process. 63(5): 1199-1213 (2015) - [i5]Cecile Chenot, Jérôme Bobin, Jérémy Rapin:
Robust Sparse Blind Source Separation. CoRR abs/1507.02216 (2015) - 2014
- [j11]Jérémy Rapin, Jérôme Bobin, Anthony Larue, Jean-Luc Starck
NMF with Sparse Regularizations in Transformed Domains. SIAM J. Imaging Sci. 7(4): 2020-2047 (2014) - [c9]Saima Ben Hadf, Jérôme Bobin, Arnaud Woiselle:
Blind source separation based anomaly detection in multi-spectral images. ICIP 2014: 5147-5151 - [c8]Jérôme Bobin, Jean-Luc Starck
Sparse blind source separation for partially correlated sources. ICIP 2014: 6021-6025 - [i4]Jérémy Rapin, Jérôme Bobin, Anthony Larue, Jean-Luc Starck:
NMF with Sparse Regularizations in Transformed Domains. CoRR abs/1407.7691 (2014) - [i3]Jérôme Bobin, Jérémy Rapin, Anthony Larue, Jean-Luc Starck:
Sparsity and adaptivity for the blind separation of partially correlated sources. CoRR abs/1412.4005 (2014) - 2013
- [j10]Jérémy Rapin, Jérôme Bobin, Anthony Larue, Jean-Luc Starck
Sparse and Non-Negative BSS for Noisy Data. IEEE Trans. Signal Process. 61(22): 5620-5632 (2013) - [c7]Jérémy Rapin, Jérôme Bobin, Anthony Larue, Jean-Luc Starck:
Sparse redundant formulations and non-negativity in Blind Source Separation. EUSIPCO 2013: 1-5 - [i2]Makhlad Chahid, Jérôme Bobin, Hamed Shams Mousavi, Emmanuel J. Candès, Maxime Dahan, Vincent Studer:
Hyperspectral fluorescence microscopy based on Compressive Sampling. CoRR abs/1307.4610 (2013) - [i1]Jérémy Rapin, Jérôme Bobin, Anthony Larue, Jean-Luc Starck:
Sparse and Non-Negative BSS for Noisy Data. CoRR abs/1308.5546 (2013) - 2011
- [j9]Stephen Becker, Jérôme Bobin, Emmanuel J. Candès:
NESTA: A Fast and Accurate First-Order Method for Sparse Recovery. SIAM J. Imaging Sci. 4(1): 1-39 (2011) - [j8]Yassir Moudden, Jérôme Bobin:
Hyperspectral BSS Using GMCA With Spatio-Spectral Sparsity Constraints. IEEE Trans. Image Process. 20(3): 872-879 (2011) - [c6]Jérôme Bobin, Florent Sureau
Source separation in cosmology, from global to local models. ICIP 2011: 1297-1300 - 2010
- [j7]Mohamed-Jalal Fadili, Jean-Luc Starck
Image Decomposition and Separation Using Sparse Representations: An Overview. Proc. IEEE 98(6): 983-994 (2010) - [j6]Jean-Luc Starck
Astronomical Data Analysis and Sparsity: From Wavelets to Compressed Sensing. Proc. IEEE 98(6): 1021-1030 (2010)
2000 – 2009
- 2009
- [j5]Jérôme Bobin, Yassir Moudden, Jalal Fadili, Jean-Luc Starck
Morphological Diversity and Sparsity for Multichannel Data Restoration. J. Math. Imaging Vis. 33(2): 149-168 (2009) - [c5]Jérôme Bobin, Emmanuel J. Candès:
A fast and accurate first-order algorithm for compressed sensing. ICIP 2009: 1457-1460 - [c4]Jérôme Bobin, Yassir Moudden, Jean-Luc Starck
Sparsity and morphological diversity for hyperspectral data analysis. ICIP 2009: 1481-1484 - [c3]Yassir Moudden, Jérôme Bobin, Jean-Luc Starck
Blind Source Separation with Spatio-SpectralSparsity Constraints - Application to Hyperspectral Data Analysis. ICA 2009: 523-531 - 2008
- [j4]Jérôme Bobin, Jean-Luc Starck
Compressed Sensing in Astronomy. IEEE J. Sel. Top. Signal Process. 2(5): 718-726 (2008) - 2007
- [j3]Jérôme Bobin, Jean-Luc Starck
Sparsity and Morphological Diversity in Blind Source Separation. IEEE Trans. Image Process. 16(11): 2662-2674 (2007) - [j2]Jérôme Bobin, Jean-Luc Starck
Morphological Component Analysis: An Adaptive Thresholding Strategy. IEEE Trans. Image Process. 16(11): 2675-2681 (2007) - [c2]Jérôme Bobin, Yassir Moudden, Jalal Fadili, Jean-Luc Starck:
Morphological Diversity and Sparsity in Blind Source Separation. ICA 2007: 349-356 - 2006
- [j1]Jérôme Bobin, Yassir Moudden, Jean-Luc Starck
Morphological diversity and source separation. IEEE Signal Process. Lett. 13(7): 409-412 (2006) - [c1]Jérôme Bobin, Yassir Moudden, Jean-Luc Starck:
Enhanced Source Separation by Morphological Component Analysis. ICASSP (5) 2006: 833-836
Coauthor Index
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