Sébastien Bourguignon
logoECN logoLS2N

Assistant professor
École Centrale de Nantes (ECN) / Laboratoire des Sciences du Numérique de Nantes (LS2N)
Research Team SIMS (Signal, Image and Sound)
Office S-207
Phone (33) 2 40 37 69 15
Sebastien dot Bourguignon at ec-nantes.fr


Publications

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Some publications are available in electronic format. This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.

Journal papers

[Sch19] F. Schmidt and S. Bourguignon, Efficiency of BRDF sampling and bias on the average photometric behavior, Icarus , 317:10--26, Jan. 2019. [ DOI ]
[Idi18] J. Idier et al., On the super-resolution capacity of imagers using unknown speckle illuminations, IEEE Transactions on Computational Imaging , 4(1):87--98, Mar. 2018. [ DOI ]
[Lab17] S. Labouesse et al., Joint reconstruction strategy for structured illumination microscopy with unknown illuminations, IEEE Transactions on Image Processing, 26(5):1--14, mai 2017. [ DOI | http ]
[Bou16] S. Bourguignon, J. Ninin, H. Carfantan and M. Mongeau, Exact sparse approximation problems via mixed-integer programming: Formulations and computational performance, IEEE Transactions on Signal Processing, 64(6):1405--1419, March 2016.
[Car15] E. Carcreff et al., Detection of flat bottom holes using sparse deconvolution, Physics Procedia, 70:558--561, 2015. [ DOI ]
[Car14] E. Carcreff, S. Bourguignon, J. Idier and L. Simon, A linear model approach for ultrasonic inverse problems with attenuation and dispersion, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, 61(7):1191--1203, July 2014. [ .pdf ]
[Baz12] M. Bazot, S. Bourguignon and J. Christensen-Dalsgaard, A bayesian approach to the modelling of α Cen A, Monthly Notices of the Royal Astronomical Society, 427(3):1847--1866, December 2012, ISSN 1365-2966. [ .pdf ]
[Bou12] S. Bourguignon, D. Mary and É. Slezak, Processing muse hyperspectral data: Denoising, deconvolution and detection of astrophysical sources, Statistical Methodology, 9(1):32--43, 2012. [ .pdf ]
[Bou11] S. Bourguignon, D. Mary and É.. Slezak, Restoration of astrophysical spectra with sparsity constraints: Models and algorithms., IEEE J. Sel. Topics Signal Processing, 5(5):1002--1013, September 2011. [ .pdf ]
[Gau10] P. Gaulme et al., Possible detection of phase changes from the non-transiting planet HD 46375b by CoRoT, Astronomy and Astrophysics, 518:L1 53, July 2010. [ .pdf ]
[Ser10] D. Serre et al., Modeling the spatial psf at the vlt focal plane for muse wfm data analysis purpose, Proc. SPIE 7736, page 773649, 2010. [ DOI ]
[Van10] M. Vannier et al., Spectral regularization and sparse representation bases for interferometric imaging, Proc. SPIE 7734, page 77342J, 2010. [ DOI ]
[Tre09] V. Trenkel et al., Overview of recent progress in fisheries acoustics made by ifremer with examples from the bay of biscay, Aquatic Living Resources, 22(4):433--446, October 2009. [ .pdf ]
[Bou09] S. Bourguignon et al., Methodological developments for improved bottom detection with the me70 multibeam echosounder, ICES Journal of Marine Science, 66(6):1015--1022, July 2009. [ .pdf ]
[Bou08] S. Bourguignon and H. Carfantan, New methods for fitting multiple sinusoids from irregularly sampled data, Statistical Methodology, 5(4):318--327, July 2008. [ .pdf ]
[Bou07b] S. Bourguignon, H. Carfantan and J. Idier, A sparsity-based method for the estimation of spectral lines from irregularly sampled data, IEEE Journal of Selected Topics in Signal Processing, 1(4):575--585, December 2007. [ .pdf ]
[Bou07a] S. Bourguignon, H. Carfantan and T. Boehm, Sparspec: a new method for fitting multiple sinusoids with irregularly sampled, Astronomy and Astrophysics, 462:379--387, January 2007. [ .pdf ]

Book chapters

[Bou15] S. Bourguignon and H. Carfantan, Line spectra estimation for irregularly sampled signals in Astrophysics, in J.-F. Giovannelli and J. Idier, editors, Regularization and Bayesian Methods for Inverse Problems in Signal and Image Processing, pages 141--168, ISTE-Wiley, February 2015.
[Bou13] S. Bourguignon and H. Carfantan, Estimation de spectres de raies pour des signaux irrégulièrement échantillonnés en astrophysique, in J.-F. Giovannelli and J. Idier, editors, Méthodes d'inversion appliquées au traitement du signal et de l'image, pages 163--190, Hermès - Lavoisier, November 2013.

Conference proceedings

[Ben18b] R. Ben Mhenni, S. Bourguignon, J. Ninin et F. Schmidt, Spectral unmixing with sparsity and structuring constraints, in IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Amsterdam, The Netherlands, Sep. 2018.
[Bou18] M. Boudineau, H. Carfantan and S. Bourguignon, An L0 solution to sparse approximation problems with continuous dictionaries, in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, Apr. 2018.
[Car17] E. Carcreff, N. Laroche, D. Braconnier, A. Duclos and S. Bourguignon, Improvement of the total focusing method using an inverse problem approach, in IEEE International Ultrasonics Symposium (IUS), Sep. 2017. [ .pdf ]
[Ben17] R. Ben Mhenni, S. Bourguignon, J. Ninin et F. Schmidt, Démélange parcimonieux exact dans une approche supervisée en imagerie hyperspectrale, in Actes du 26e colloque GRETSI, Juan-les-Pins, Sep. 2017. [ .pdf ]
[Liu17] P. Liu et al., Minimum contrast estimation for super-resolution fluorescence microscopy using speckle patterns, in Actes du 26e colloque GRETSI, Juan-les-Pins, Sep. 2017. [ .pdf ]
[Lab16] S. Labouesse et al., Fluorescence blind structured illumination microscopy: A new reconstruction strategy, in IEEE International Conference on Image Processing (ICIP), Phoenix, AZ, USA, Sep. 2016. [ DOI ]
[Lab16] S. Labouesse et al., Super-resolution capacity of imagers using random illuminations, in OSA Conference: Imaging and Applied Optics, MTh1H.5, Heidelberg, Germany, July 2016. [ DOI | http ]
[Liu16] P. Liu et al., A marginal image reconstruction approach in fluorescence microscopy with pseudo-random illumination patterns, in OSA Conference: Imaging and Applied Optics, MTh1H.3, Germany, Allemagne, July 2016. [ DOI | http ]
[Bou16] M. Boudineau, H. Carfantan, S. Bourguignon and M. Bazot, Sampling schemes and parameter estimation for nonlinear bernoulli-gaussian sparse models, in IEEE Statistical Signal Processing Workshop, Palma de Mallorca, Spain, June 2016. [ DOI ]
[Bou15] S. Bourguignon, J. Ninin, H. Carfantan and M. Mongeau, Optimisation exacte de critères parcimonieux en norme l0 par programmation mixte en nombres entiers, in Actes du 25e colloque GRETSI, Lyon, France, September 2015. [ .pdf ]
[Lab15] S. Labouesse et al., Blind fluorescence structured illumination microscopy: A new reconstruction strategy, in Actes du 25e colloque GRETSI, Lyon, France, September 2015. [ .pdf ]
[Fri15b] C. Friedrich, S. Bourguignon, J. Idier and Y. Goussard, Reconstruction of 3-D microwave images based on a Block-BiCGStab algorithm, in NCMIP, 5th International Workshop on New Computational Methods for Inverse Problems, Cachan, France, May 2015. [ .pdf ]
[Fri15a] C. Friedrich, S. Bourguignon, J. Idier and Y. Goussard, Faster resolution of the 3-D forward problems in microwave imaging by a partial-block BiCGStab algorithm, in EuCAP, The 9th European Conference on Antennas and Propagation, Lisbon, Portugal, April 2015, finalist to the EuCAP 2015 Propagation Best Paper Award. [ .pdf ]
[Car14] E. Carcreff, S. Bourguignon, J. Idier and L. Simon, Contrôle non destructif des matériaux atténuants et dispersifs par dćonvolution impulsionnelle, in Actes du 12e Congrès Français d'Acoustique, Poitiers, France, April 2014.
[Car13c] E. Carcreff et al., Including frequency-dependent attenuation for the deconvolution of ultrasonic signals, in 19th International Congress on Acoustics, Montréal, Québec, Canada, June 2013. [ .pdf ]
[Car13b] E. Carcreff, S. Bourguignon, J. Idier and L. Simon, Resolution enhancement of ultrasonic signals by up-sampled sparse deconvolution, in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Vancouver, Canada, May 2013. [ .pdf ]
[Car13a] E. Carcreff, S. Bourguignon, J. Idier and L. Simon, Algorithmes de déconvolution impulsionnelle à résolution augmentée, in Actes du 24e colloque GRETSI, Brest, France, September 2013. [ .pdf ]
[Pic13] J. Picaud and S. Bourguignon, Restauration de données hyperspectrales astrophysiques par approximation parcimonieuse, in Actes du 24e colloque GRETSI, Brest, France, September 2013. [ .pdf ]
[She12] Y.-S. Shen, T.-H. Chan, S. Bourguignon and C.-Y. Chi, Spatial-spectral unmixing of hyperspectral data for detection and analysis of astrophysical sources with the muse instrument, in Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Shanghai, China, June 2012. [ .pdf ]
[Car12] E. Carcreff, S. Bourguignon, J. Idier and L. Simon, High-resolution deconvolution applied to nondestructive testing, in Acoustics 2012, Nantes, France, April 2012. [ .pdf ]
[Bou11c] S. Bourguignon et al., Restauration des cubes hyperspectraux du spectro-imageur muse, in Actes du 23e colloque GRETSI, Bordeaux, France, September 2011. [ .pdf ]
[Vil11] E. Villeneuve et al., Modélisation et estimation de la psf d'un instrument hyperspectral au sol pour l'astrophysique, in Actes du 23e colloque GRETSI, Bordeaux, France, September 2011.
[Par11] S. Paris, D. Mary, A. Ferrari and S. Bourguignon, Sparsity-based composite detection tests. application to astrophysical hyperspectral data, in EUSIPCO, Barcelona, Spain, August 2011.
[Bou11b] S. Bourguignon, C. Soussen, H. Carfantan and J. Idier, Sparse deconvolution: comparison of statistical and deterministic approaches, in IEEE Workshop on Statistical Signal Processing, pages 317--320, Nice, France, June 2011. [ .pdf ]
[Sch11] F. Schmidt et al., Accuracy and performance of lineat unmixing techniques for detecting minerals on omega / mars express, in Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Lisbon, Portugal, June 2011.
[Bou11a] S. Bourguignon, H. Carfantan, E. Slezak and D. Mary, Sparsity-based spatial-spectral restoration of muse astrophysical hyperspectral data cubes, in Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Lisbon, Portugal, June 2011. [ .pdf ]
[Bou10] S. Bourguignon, D. Mary and E. Slezak, Sparsity-based denoising of hyperspectral astrophysical data with colored noise. application to the muse instrument, in Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Reykjavik, Iceland, June 2010. [ .pdf ]
[Bou08] S. Bourguignon and V. Mazauric, Methodological developments for improved bottom detection with the me70 multibeam echosounder, in 6th Ecosystem Approach with Fisheries Acoustics and Complementary Technologies (SEAFACTS), Bergen, Norway, June 2008.
[Bou07] S. Bourguignon, H. Carfantan and J. Idier, Minimisation de critères de moindres carrés pénalisés par la norme l1 dans le cas complexe, in Actes du 21e colloque GRETSI, Troyes, France, September 2007. [ .pdf ]
[Baz07] M. Bazot, S. Bourguignon and J. Christensen-Dalsgaard, Estimation of stellar parameters using monte-carlo markov chains, in S. Cassisi and M. Salaris, editors, XXI Century challenges for stellar evolution (Memorie della Societa Astronomica Italiana, vol. 79), September 2007.
[Bou06a] S. Bourguignon and H. Carfantan, New methods for fitting multiple sinusoids from irregularly sampled data, in Astronomical Data Analysis IV, Marseille, France, September 2006.
[Bou06b] S. Bourguignon and H. Carfantan, Spectral analysis of irregularly sampled data using a Bernoulli-Gaussian model with free frequencies, in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 516--519, Toulouse, France, May 2006. [ .pdf ]
[Bou05a] S. Bourguignon and H. Carfantan, Bernoulli-Gaussian spectral analysis of unevenly spaced astrophysical data, in IEEE Workshop on Statistical Signal Processing, pages 811--816, Bordeaux, France, 2005. [ .pdf ]
[Bou05c] S. Bourguignon, H. Carfantan and L. Jahan, Regularized spectral analysis of unevenly spaced data, in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 421--424, Philadelphia, PA, USA, March 2005. [ .pdf ]
[Bou05b] S. Bourguignon, H. Carfantan and L. Jahan, Regularized estimation of line spectra from irregularly sampled astrophysical data, in PSIP: Physics in Signal and Image Processing, Toulouse, France, 2005. [ .pdf ]

Invited talks (recent)

[Bou15b] S. Bourguignon, Optimisation exacte de critères parcimonieux en norme l0 par programmation mixte en nombres entiers, in Séminaire Mathématiques pour l'analyse des données (Observatoire de la Côte d'Azur, Nice, France, 2015).
[Bou15a] S. Bourguignon, Exact minimisation of l0-based sparse approximation criteria through mixed integer programming, in Séminaire Signal et Apprentissage (Laboratoires LIF et IMM, Marseille, France, 2015).
[Bou14] S. Bourguignon, Restauration de données hyperspectrales astrophysiques par approximation parcimonieuse, in Journée Parcimonie (Fédération de Recherche Charles Hermite, Nancy, France, 2014).

Conferences without proceedings

[Ben18a] R. Ben Mhenni, S. Bourguignon, J. Ninin et F. Schmidt, Méthodes exactes de démélange spectral en norme l0 et contraintes de parcimonie structurée à l’aide de MIP, in 19e conférence ROADEF, Société Française de Recherche Opérationnelle et Aide à la Décision, Lorient, France, February 2018.
[Bou15] S. Bourguignon, J. Ninin, H. Carfantan and M. Mongeau, Programmation mixte en nombres entiers pour l’approximation parcimonieuse de signaux, in 16e conférence ROADEF, Société Française de Recherche Opérationnelle et Aide à la Décision, Marseille, France, February 2015.
[Car14a] E. Carcreff, S. Bourguignon, A. Duclos and J.-P. Groby, An ultrasonic propagation model suited to inversion methods (with some application to porous materials), in SAPEM, 4th symposium on the Acoustics of Poro-Elasic Materials, Stockholm, Sweden, December 2014.
[Bou14] S. Bourguignon, J. Ninin, H. Carfantan and M. Mongeau, Optimisation globale déterministe pour la résolution de problèmes parcimonieux en norme l0, in Journée “Optimisation non-convexe”, GdR ISIS, Paris, France, October 2014.
[Car14b] E. Carcreff, S. Bourguignon, J. Idier and L. Simon, Déconvolution pour le contrôle par ultrasons des matériaux atténuants et dispersifs), in Actes des journées de la Confédération Française des Essais Non Destructifs, COFREND, Bordeaux, France, May 2014.
[Bou10] S. Bourguignon, H. Carfantan and J. Idier, Optimisation parcimonieuse en l'absence de transformées rapides, in Journée “Optimisation de critères convexes non différentiables pour la résolution de problèmes inverses”, GdR ISIS, Bordeaux, France, 2010.
[Bou08] S. Bourguignon, H. Carfantan and J. Idier, Analyse spectrale de signaux à échantillonnage irrégulier en astrophysique, in Journée “Échantillonnage irrégulier”, GdR ISIS, Paris, France, April 2008.

PhD thesis

[Bou05] S. Bourguignon, Analyse spectrale à haute résolution de signaux irrégulièrement échantillonnés : application à l'Astrophysique, Ph.D. thesis, Université Paul Sabatier - Toulouse 3, December 2005. [ .pdf ]

Software

S. Bourguignon, H. Carfantan, A. Khazaal and A. Lasfar, SparSpec : Sparse modeling for the spectral analysis of unevenly spaced data, http://www.ast.obs-mip.fr/SparSpec