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Professional activities

Community service

Since 2018: Elected member, SPTM Technical Committee, IEEE Signal Processing Society
SPTM - Signal Processing Theory and Methods TC
Since 2013: Member, Steering Committee of the French research group GdR-ISIS
Deputy scientific director, responsible for the Topic A (2017-2018)
 Responsible for the Ph.D. student network (2013-2017)
2012-2016: Member, French National Council of Universities (CNU)
Section 61 - Computer sciences, Automatic Control and Signal Processing

Institutional service

Scientific direction and responsibilities

Since 2017: Deputy head, Dept. of Signals & Images, IRIT

Advisory boards

Since 2018: Member, Cercle Académique, Fed. Univ. Toulouse Midi-Pyrénées
Since 2016: Member, Strategic Intelligence Working Group, IRIT
Since 2015: Member, EDSYS Doctoral School Council, Univ. Toulouse
2014-2016: Elected member, Research Council, INP Toulouse
2011-2017: Elected member, Electronics Dept. Council, INP-ENSEEIHT

Educational responsabilities

    (within the Dept. of Electrical Engineering, INP-ENSEEIHT)
Since 2013: Responsible of the Teaching Unit "Signal Processing 2" (2nd year)
Since 2011: Head of the "Signal and Image Processing" specialization (3rd year)
Since 2011: Responsible of the Teaching Unit "Signal Processing 1" (1st year)
2010-2011: Responsible of the "Signal and Image Processing" major program (2nd year)
2010-2011: Coordinator for the teaching of DSP (2nd and 3rd years)

Event organization

Conferences, workshops and meetings

2019/07 Co-organizer, Conférence Française de Photogrammétrie et Télédétection (CFPT) and Congrès du Groupe Hyperspectral de la SFPT (SFPT-GH), Toulouse, France
2019/07 Co-organizer, SPARS workshop, Toulouse, France (with C. Févotte)
Signal Processing with Adaptive Sparse Structured Representations workshop
2018/09 Advisory committee, "Workshop on Optimization and Learning", Toulouse
Event as part of the CIMI Thematic Semester on Optimization
2018/07 Co-organizer, ANR BNPSI Workshop on Bayesian Nonparametrics, Bordeaux
(with A. Giremus, P. Chainais and F. Caron)
2018/04 Co-organizer, one-day meeting for Ph.D. students at GdR ISIS, Paris
"Carrières en Signal, Image & Vision" (with A. Giremus and B. Nicolas)
2017/03 Co-organizer, one-day meeting at GdR ISIS, Paris
"Inversion and multi-* problems" (with J.-F Giovannelli and E. Thiébaut)
2016/04 Co-organizer, one-day joint meeting GdR ISIS and CCT CNES TSI, Toulouse
"Imagerie hyperspectrale : quelles données ? quels traitements ? quelles applications ?"
2015/11 Co-organizer, one-day meeting for Ph.D. students at GdR ISIS, Paris
"Carrières en Signal, Image & Vision" (with C. Févotte)
2014/11 Co-organizer, one-day meeting at GdR ISIS, Paris
"Inverse problems: myopic and blind, semi- and unsupervised approaches"
(with J.-F Giovannelli and E. Thiébaut)
2013/10 Co-organizer, one-day meeting for Ph.D. students at GdR ISIS, Paris
"Carrières en Signal, Image & Vision" (with C. Févotte)
2013/07 Local committee, CIMI Thematic Trimester on Image Processing, Toulouse
Co-organizer, Workshop "Optimization & Statistics in Image Processing" (with A. Basarab)
Webmaster of the website dedicated to the trimester (with H. Wendt)
2011/02 Co-organizer, one-day meeting at GdR ISIS, Paris
"Non-negativity constraints in signal and image processing" (with C. Févotte)
2006/11 Co-organizer, "Rencontres CNRS Jeunes", Toulouse, France.
"La recherche fondamentale : luxe ou nécessité ?"
2006/05 Volunteer, organizing committee, IEEE ICASSP 2006, Toulouse

Special sessions

2015/06: "Hyperspectral pansharpening and fusion", IEEE WHISPERS 2015, Tokyo
(with J. M. Bioucas Dias)
2013/09: "Recent advances in spectral unmixing for hyperspectral imagery, EUSIPCO 2013, Marrakech (with J.-Y. Tourneret & C. Richard)
2010/07: "Bayesian algorithms for multi-channel image analysis", MaxEnt 2010, Chamonix (with J.-Y. Tourneret)
2006/11: "La recherche fondamentale : luxe ou nécessité ?", Rencontres CNRS Jeunes, Toulouse, France.

Session chairs

2015/09: "Image enhancement", EUSIPCO 2015, Nice
2015/06: "Hyperspectral pansharpening and fusion", IEEE WHISPERS 2015, Tokyo
2013/07: "Bayesian methods", Workshop "Optimization & Statistics in Image Processing"
2010/07: "Bayesian algorithms for multi-channel image analysis", MaxEnt 2010, Chamonix
2009/08: "Recent Advances in Spectral Mixture Analysis of Hyperspectral Data", IEEE WHISPERS 2009, Grenoble

Editorial activities

Editorial Board

2018/03: Guest Editor, IEEE. J. Sel. Topics Appl. Earth Obs. Remote Sensing
Special issue on "Quality Improvements of Remote Sensing Data"
Since 2018: Associate Editor, Digital Signal Processing
Since 2016: Associate Editor, EURASIP Signal Processing
2013-2014: Associate Editor, The Scientific World Journal, Probability and Statistics Area

Conference technical program committees

2019/07: TPC member, IEEE ECMSM 2019, Toulouse, France
2018/12: Technical Program Chair, IEEE IPAS 2018, Nice, France
2018/02: TPC member, ACIVS 2018, Poitiers, France
2017/09: Area Chair, EUSIPCO 2017, Kos Island, Greece
2017/02: TPC member, LVA/ICA 2017, Grenoble, France
2015/09: Area chair, EUSIPCO 2015, Nice, France
2014/09: TPC member, EUSIPCO 2014, Lisbon, Portugal
2013/09: TPC member, EUSIPCO 2013, Marrakech, Morocco
2012/08: TPC member, EUSIPCO 2012, Bucharest, Romania

Refereeing for journals

Nature Communications, IEEE Access, IEEE Trans. Biomedical Engineering, IEEE Trans. Geoscience and Remote Sensing, IEEE Trans. Image Processing, IEEE Trans. Computational Imaging, IEEE Trans. Neural Networks and Learning Systems, IEEE Trans. Pattern Analysis and Machine Intelligence, IEEE Trans. Signal Processing, IEEE J. Sel. Topics Signal Processing, IEEE J. Sel. Topics Applied Earth Observations and Remote Sensing, IEEE J. Biomed. Health Informat. (formerly IEEE Trans. Inf. Technol. BioMed.), IEEE Signal Processing Magazine, IEEE Signal Processing Letters, IEEE Geoscience and Remote Sensing Letters, EURASIP Signal Processing, EURASIP Journal on Advances in Signal Processing, IET Image Processing, Journal of Signal Processing Systems (formerly VLSI), Recent Patents on Signal Processing, Journal of Electronic Imaging, Pattern Recognition, Pattern Recognition Letters, Mathematical Reviews, Numerical Algorithms, SIAM Journal on Imaging Sciences, Computational Statistics and Data Analysis, Statistics and Computing, Journal of Applied Statistics, Journal of Global Optimization, Remote Sensing, International Journal of Remote Sensing, International Journal of Digital Earth, Journal of Space Weather and Space Climate, Journal of Applied Meteorology and Climatology, Methods in Ecology and Evolution, International Journal of Applied Earth Observation and Geoinformation, Journal of Microscopy, Technometrics, AEÜ International Journal of Electronics and Communications, Ain Shams Engineering Journal, Journal of Engineering Research, Traitement du Signal, Journal Européen des Systèmes Automatisés.

Refereeing for conferences

AISTATS Conferences, NIPS Conferences, IEEE ICASSP Conferences, IEEE ICIP Conferences, IEEE ISIE Symposiums, IEEE SSP Workshops, IEEE CAMSAP Workshops, IEEE WHISPERS Workshops, EUSIPCO Conferences, LVA/ICA Conferences, SSPD Conferences, MaxEnt Workshops, Colloques GRETSI.

Evaluation boards

Institution evaluation committees

2018/12: HCERES Visiting Committee member

Research project panels

2018-2020: GEOMIX Steering Committee member, BELSPO, Belgium

Refereeing for project proposals

Agence Nationale de la Recherche (ANR, France), Campus France, Institut National des Sciences de l'Univers (CNRS INSU, France), Icelandic Research Fund (IRF, Iceland), Israel Science Foundation (ISF, Israel), Portuguese Foundation for Science and Technology (FCT, Portugal), National Council for Development and Innovation (UEFISCDI, Romania), Belgian Science Policy Office (BELSPO, Belgium), Research Foundation - Flanders (FWO, Belgium), Instituto de Telecomunicações (IT, Portugal), Université Grenoble Alpes (AGIR, France), University of Technology of Troyes (UTT, France).

Recruiting committees

2016/04: Université Claude Bernard, Lyon (member of the external pool)
2014/05: INP-ENSEEIHT Toulouse (member of the internal pool)
2013/05: INP-ENSEEIHT Toulouse (member of the internal pool)
2012/05: Université Joseph Fourier, Grenoble (member of the external pool)

Ph.D. committees

2018/12: ISAE, Toulouse (external member)
2018/09: Univ. Paris-Saclay, Paris (reviewer)
2017/10: Instituto Superior Técnico, Lisbon (reviewer)
2016/12: CentraleSupelec, Paris (external member)
2016/09: Univ. of Lille (external member)
2016/02: Univ. of Antwerp (external opponent)
2014/09: Univ. of Bordeaux (reviewer)
2013/11: Univ. of Nancy (external member)
2013/03: Grenoble INP (reviewer)

Visits and academic collaborations

Awards, distinctions and grants

2017-2012: Junior Member, Institut Universitaire de France.
2017/03: Finalist of the Student Paper Contest (for C. Elvira), IEEE ICASSP 2017.
2015/12: Finalist of the Student Paper Contest (for Q. Wei), IEEE CAMSAP 2015.
2015/09: Highly Cited Paper [4], Web of Science.
2015/07: Highly Cited Paper [3], Web of Science.
2014/10: Top 10% Paper Award, IEEE ICIP 2014.
2014/01: Highly Cited Paper [2], Web of Science.
2013: IEEE Senior Member.
2012/04: Highly Cited Paper [1], Web of Science.
2013: Best Paper Award, IEEE GRSS WHISPERS 2013.
2011: Best Reviewer Award, IEEE Geosci. Remote Sensing Letters.
Since 2011: Prime d'Encadrement Doctoral et de Recherche (PEDR, ex-PES).
2009: Finalist of the ASTI Ph.D. Prize 2009, sponsored by INRIA.
2007-2008: French Ministry of Defence post-doctoral fellowship.
2007: Léopold Escande Ph.D. Prize.
2007/08: Workshop Travel Grant, IEEE SSP 2007.
2007/04: Finalist of the Student Paper Contest, IEEE ICASSP 2007.
2005/07: Ph.D. Student Travel Grant, GdR ISIS.
2004-2007: French Ministry of Research doctoral scholarship.

Thematic schools

2015/02: Invited lecturer, Winter School "Search for Latent Variables: ICA, Tensors, and NMF", Villard-de-Lans, France,
"Bayesian fusion of multi-band images".
2012/06: Invited lecturer, Thematic School on Image Reconstruction, Fréjus, France,
"Algorithme MCMC pour le démélange linéaire d'images hyperspectrales".
2009/06: Invited co-lecturer, CNRS Summer school on image processing, Figeac, France,
"MCMC methods for image processing applications" (with J.-Y. Tourneret).

Diffusion of scientific knowledge for broad audience

2017: Interview, on the research activities conducting within IUF, CNRS INS2I,
"Du microscope au satellite, explorer un monde aux mille « couleurs »" \/ \/ \/ \/
2015: Invited speaker, "K'es Kafé?", IRIT, France,
"Imagerie hyperspectrale: quand les pixels ont beaucoup de couleurs..."
2012: Invited speaker, "Médiation Scientifique", INP Toulouse, France,
"Les mathématiques au service de la santé".
2011: Interviews, on the paper published in PLoS Genetics (see also here),
"Pourquoi certaines personnes ne tombent pas malades de la grippe...", Press release.
"Pourquoi certaines personnes ne tombent pas malades de la grippe...", INP Communique.
"Un chercheur toulousain perce le mystère de la grippe", La Dépêche du Midi.
"Nous ne sommes pas tous égaux devant la grippe", Le Figaro.
"Grippe : Pourquoi certains ne l'attrapent pas ?", Santé Magazine.
"Pourquoi certaines personnes ne tombent pas malades de la grippe ?", Mag. Meilleure Santé.
2011: Interview, "Science & Vie" special issue on Bayesian statistics,
"Une formule au coeur des enjeux scientifiques du siècle" (by F. Lassagne).

Memberships

2017-2022: Junior Member of the Institut Universitaire de France (IUF).
Since 2008: Member of the IRIT laboratory, SC Group.
Faculty member of the TéSA cooperative laboratory.
Member of the "Signal and image processing" CNES Expertise Community.
Since 2005: Member of the IEEE Signal Processing Society.
Member of the IEEE Geoscience & Remote Sensing Society.
Since 2004: Member of the French research group GdR-ISIS.