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François Desbouvries |
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Professeur |
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Activités de Recherche et
Curriculum Vitæ
François
Desbouvries est titulaire du Diplôme d'Ingénieur en Télécommunications
(1987) et d'un Doctorat en Traitement du Signal et des Images (1991),
tous deux de Telecom ParisTech,
Paris; et de l'Habilitation à Diriger des Recherches (HDR) en Traitement
du Signal de l'Université de Marne la Vallée
(2001). Il est Professeur à Telecom
SudParis. François Desbouvries est Senior Member IEEE depuis 2007 et est
actuellement éditeur associé de la revue IEEE
Transactions on Signal Processing. Son domaine d'intérêt est le traitement
statistique du signal.
Publications récentes
Certaines des publications ci-dessous sont parues
dans une revue ou dans les actes d'une conférence IEEE. Le fait de vous
autoriser à télécharger ces articles m'oblige à vous rappeler les termes de
l'accord de copyright suivant :
"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."
Articles de revues internationales avec Comité de Lecture
·
R.
Lamberti, Y. Petetin, F. Desbouvries and F. Septier, “Semi-independent resampling for
particle filtering”, IEEE
Signal Processing Letters, vol. 25, n° 1, pp. 130-134, January 2018
·
R.
Lamberti, Y. Petetin, F. Desbouvries and F. Septier, “Independent resampling sequential
Monte Carlo algorithms”, IEEE
Transactions on Signal Processing, Vol. 65, N. 20, pp. 5318-5333, October
2017
·
Y. Petetin and F. Desbouvries, “Bayesian Conditional Monte Carlo Algorithms for
non linear time-series state estimation”, IEEE Transactions on
Signal Processing,
Vol. 63, N. 14, pp. 3586-98, July 2015
· N. Abbassi, S. Derrode, F. Desbouvries, Y. Petetin and W. Pieczynski, « Filtrage statistique optimal rapide dans des systèmes linéaires à sauts non stationnaires », Traitement du signal, Vol. 31, N. 3-4/2014, pp. 339-61, 2014
·
Y.
Petetin and F. Desbouvries, “A class of fast exact
Bayesian filters in dynamical models with jumps”, IEEE Transactions on Signal Processing, Vol. 62, N. 14, pp. 3643-53, 2014
·
Y.
Petetin, M. Morelande and F. Desbouvries, “Marginalized
particle PHD Filters for multiple object Bayesian filtering”, IEEE Transactions on Aerospace and
Electronic Systems, Vol. 50, N. 2, pp. 1182-96, 2014
·
Y.
Petetin and F. Desbouvries, “Optimal SIR algorithm vs. fully adapted auxiliary
particle filter: a non asymptotic analysis”, Statistics and Computing, Volume 23, Issue 6, pp. 759-775, November 2013
·
Y.
Petetin and F. Desbouvries, “Bayesian Multi-object
Filtering for Pairwise Markov Chains”, IEEE
Transactions on Signal Processing, Vol. 61, N° 18, pp. 4481-90, September
2013
·
N.
Bardel and F. Desbouvries, “Exact
Bayesian Prediction in a class of Markov-switching models”, Methodology
and Computing in Applied probability, Volume 14, Issue 1, pp 125-134, March 2012
·
B.
Ait-el-Fquih and F. Desbouvries, “Fixed-Interval
Kalman Smoothing Algorithms in singular state-space systems”, The Journal of
·
F.
Desbouvries, Y. Petetin and B. Ait-el-Fquih, “Direct, Prediction- and
Smoothing-based Kalman and Particle Filter Algorithms”, Signal Processing, Volume 91, Number 8,
Pages 2064-2077, August 2011
·
A.
Guimarães, B. Ait-El-Fquih and F. Desbouvries, "A Fixed-Lag Particle Smoother for
Blind SISO Equalization of Time-Varying Channels", IEEE Transactions on Wireless Communications,
Vol. 9, Number 2, pp. 512-16, February 2010
·
B.
Ait-el-Fquih and F. Desbouvries, “On
Bayesian Fixed-Interval Smoothing Algorithms”, IEEE Transactions on
Automatic Control, Vol. 53, Number 10, pp. 2437-42, November 2008
·
B.
Ait-el-Fquih and F. Desbouvries, "Kalman filtering in triplet Markov chains", IEEE Transactions on
·
F.
Desbouvries, J. Lecomte and W. Pieczynski, "Kalman filtering in pairwise Markov trees",
·
F.
Desbouvries and J. Lecomte, "Multiscale Bayesian
Restoration in Pairwise Markov Trees", IEEE Transactions on Automatic Control,
Vol. 50, N. 8, pp. 1185-1190, August 2005
·
F.
Desbouvries, "Non-Euclidean geometrical aspects of the
Schur and Levinson-Szegö algorithms", IEEE Transactions on Information Theory,
Vol. 49, N. 8, pp. 1992-2003, August 2003
· F. Desbouvries & W. Pieczynski, "Modèles de Markov Triplet et Filtrage de Kalman", Comptes Rendus de l'Académie des Sciences - Série I, Vol. 336-8, pp. 667-70, 2003
·
W.
Hachem, F. Desbouvries & P. Loubaton, "MIMO channel blind identification in the presence of spatially
correlated noise", IEEE Transactions on
·
·
F.
Desbouvries & P. Loubaton, "On the identification of
certain rational transfer functions from truncated autocovariance
sequences", IEEE
Transactions on Automatic Control, Vol. 44(5), pp. 1078-81, May 1999
·
A.
Chevreuil, F. Desbouvries, A. Gorokhov, P. Loubaton & C. Vignat, "Blind equalization in the presence of jammers and unknown noise:
Solutions based on second-order cyclostationary statistics", IEEE Transactions on
·
F.
Desbouvries & P. Regalia, "A minimal, rotation-based FRLS
lattice algorithm", IEEE Transactions on
·
F.
Desbouvries, "Unitary Hessenberg and state-space model
based methods for the harmonic retrieval problem", IEE Proceedings on Radar, Sonar
and Navigation, Vol. 143(6), pp. 346-48, December 1996
· F. Desbouvries, "Trigonométrie sphérique, identité de Yule entre PARCORs et algorithmes MCRR", Traitement du Signal, Vol. 13(4), pp. 303-18, December 1996
· F. Desbouvries, I. Fijalkow & P. Loubaton, "On the identification of certain noisy MA models", IEEE Transactions on Automatic Control , Vol. 41(12), pp. 1810-14, December 1996
·
F.
Desbouvries, "Spherical trigonometry, Yule's PARCOR
identity and FRLS fully-normalized lattice", IEEE Transactions on
·
P.
Regalia & F. Desbouvries, "Displacement structures of covariance
matrices, lossless systems and numerical algorithm design", SIAM
Journal on Matrix Analysis and Applications, Vol. 16(2), pp. 536-64, Avril
1995
Congrès avec Actes et Comités de lecture
- R. Lamberti, Y. Petetin, F. Septier and F. Desbouvries, « Rééchantillonnage indépendant et semi-indépendant pour le filtrage particulaire », Actes du 26ème colloque Gretsi, Juan-les-Pins, France, 8-11 septembre 2017
- R. Lamberti, Y. Petetin, F.
Septier & F. Desbouvries, « An
improved SIR-based sequential Monte Carlo algorithm », Proceedings of the 19th IEEE
workshop on statistical signal processing (SSP ’16), Palma de Majorca,
Spain, June 26-29, 2016
- R. Lamberti, Y. Petetin, F. Septier
& F. Desbouvries, « Particle
filters with independent resampling », Proceedings of the 41st IEEE International Conference
on Acoustics, Speech and Signal Processing (ICASSP ’16), Shanghai,
China, March 20-25, 2016
- Y. Petetin & F. Desbouvries, « Un algorithme d’estimation non supervisée dans des modèles Markoviens à sauts », Actes du 25ème colloque Gretsi, Lyon, France, 8-11 septembre 2015
- Y. Petetin & F. Desbouvries,
« Exact Bayesian estimation in
constrained triplet Markov chain », Proceedings of the 24th IEEE International Workshop on
Machine Learning for Signal processing (MLSP ’14), Sept. 21-24, Reims,
France, 2014
- Yohan Petetin & François Desbouvries, « Un nouvel algorithme de filtrage dans les modèles de Markov à saut linéaires et Gaussiens », actes du 24ème colloque Gretsi, Brest, France, 3-6 septembre 2013.
- Yohan Petetin, Mark Morelande et François Desbouvries, « Filtrage particulaire marginalisé pour la poursuite multi-objets », actes du 24ème colloque Gretsi, Brest, France, 3-6 septembre 2013.
- W. Pieczynski, S. Derrode, N. Abassi, Y. Petetin and F. Desbouvries, « Exact optimal filtering in an approximating switching system », Actes du colloque Traitement et analyse de l’information - Méthodes et Applications (TAIMA), Hammamet, Tunisie, 13-18 Mai 2013.
- Y. Petetin and F. Desbouvries,
« Marginalized PHD
Filters for Multi-Target Filtering », Proceedings of the 11th International
Conference on Information Sciences,
- Y. Petetin and F. Desbouvries,
« A Mixed GM/SMC
Implementation of the Probability Hypothesis Density Filter », Proceedings of the 11th International Conference on Information Sciences, Signal
Processing and their Applications (ISSPA2012), Montreal, Quebec, Canada, July 3-5,
2012.
- Y. Petetin and F. Desbouvries,
« Multi-object Filtering
for Pairwise Markov Chains », Proceedings
of the 11th International Conference on Information Sciences, Signal
Processing and their Applications (ISSPA2012), Montreal, Quebec, Canada, July 3-5,
2012.
- Y. Petetin and F. Desbouvries,
« Further Rao-Blackwellizing an
Already Rao-Blackwellized Algorithm for Jump Markov State Space Systems
», Proceedings of the 11th International Conference on Information Sciences, Signal
Processing and their Applications (ISSPA2012), Montreal, Quebec, Canada, July 3-5,
2012.
- Y. Petetin and F. Desbouvries,
« A Semi-exact Sequential Monte
Carlo Filtering Algorithm in Hidden Markov Chains », Proceedings of the 11th International Conference on Information Sciences, Signal
Processing and their Applications (ISSPA2012), Montreal, Quebec, Canada, July 3-5,
2012.
- F. Desbouvries, Y. Petetin and E. Monfrini, « Filtrage particulaire optimal et filtrage particulaire auxiliaire adapté : une analyse non asymptotique », Actes du 23ème colloque Gretsi, Bordeaux, France, 5-8 septembre 2011.
- Y. Petetin and F. Desbouvries,
« A Particle Smoothing
Implementation of the Fully-Adapted Auxiliary Particle Filter: An
Alternative to Auxiliary Particle Filters », Proceedings of
the IEEE workshop on Statistical
- F. Desbouvries, Y. Petetin and
E. Monfrini, « A Non Asymptotical
Analysis of the Optimal SIR Algorithm vs. the Fully Adapted Auxiliary
Particle Filter », Proceedings of the IEEE workshop on
Statistical
- F. Desbouvries, Y. Petetin and
E. Monfrini, « Optimal SIR
algorithm vs. fully-adapted auxiliary particle filter : a matter of
conditional independence », Proceedings of the IEEE
International Conference on Acoustics, Speech and
- Y. Petetin and F. Desbouvries, « Direct vs. indirect
sequential Monte-Carlo filters », Proceedings of the international conference on Stochastic Modeling
Techniques and Data Analysis (SMTDA '10),
- N. Bardel, N. Abbassi, F. Desbouvries, W. Pieczynski and F.
Barbaresco, « A Bayesian filtering algorithm in Jump-Markov systems with
application to Track-Before-Detect », Proceedings of the IEEE International Radar Conference, Washington DC, USA, May 10-14, 2010.
- N. Bardel and F. Desbouvries, « Exact Bayesian
restoration in non-Gaussian Markov-Switching trees », Proceedings of the international
conference on Complex Data Modeling and Computationally intensive
statistical methods for estimation and prediction (S. Co 2009),
- W. Pieczynski and F.
Desbouvries, « Exact
Bayesian smoothing in triplet switching Markov chains », Proceedings of the international
conference on Complex Data
Modeling and Computationally intensive statistical methods for estimation
and prediction (S. Co 2009),
- B. Ait-El-Fquih and F.
Desbouvries, « Bayesian
Fixed-Interval Smoothing Algorithms in singular state-space systems »,
Proceedings of the IEEE International
workshop on Machine Learning for
- N. Bardel and F. Desbouvries, « Exact Bayesian Prediction in
non-Gaussian Markov-Switching Model », Proceedings of the XIIIth International Conference on Applied
Stochastic Models and Data Analysis (ASDMDA), Vilnius, Lithuania, June
30 – July 3, 2009.
- F. Desbouvries and B.
Ait-El-Fquih, « Direct,
prediction-based and smoothing-based particle filter algorithms »,
Proceedings of the 4th
world conference of the International Association for Statistical
Computing (IASC 2008),
- F. Desbouvries and B.
Ait-El-Fquih, « Direct
versus prediction-based particle filter algorithms », Proceedings of the IEEE International
workshop on Machine Learning for
- B. Ait-El-Fquih and F.
Desbouvries, “A new particle
filtering algorithm with structurally optimal importance function”, Proceedings
of the IEEE International Conference on Acoustics, Speech and
- A. Guimarães, B. Ait-El-Fquih
and F. Desbouvries, “A
Fixed-Lag Particle Smoothing algorithm for the Blind Turbo Equalization of
Time-Varying Channels”, Proceedings of the IEEE International
Conference on Acoustics, Speech and
- B. Ait-el-Fquih and F.
Desbouvries, "Exact and approximate Bayesian
smoothing algorithms in partially observed Markov chains", Proceedings of the IEEE
Nonlinear Statistical
- F. Desbouvries, "Entropy computation in partially observed Markov chains", Proceedings of the 26th
International Workshop on Bayesian Inference and Maximum Entropy Methods
in Science and Engineering (MaxEnt'06),
- B. Ait-el-Fquih and F.
Desbouvries, "Bayesian smoothing
algorithms in partially observed Markov chains", Proceedings of the 26th
International Workshop on Bayesian Inference and Maximum Entropy Methods
in Science and Engineering (MaxEnt'06),
- B. Ait-el-Fquih and F.
Desbouvries, "Unsupervised Signal Restoration in
Partially Observed Markov Chains", Proceedings of the IEEE International
Conference on Acoustics, Speech and
- B. Ait-el-Fquih and F. Desbouvries, "Filtrages de Kalman et particulaire dans les Chaines de Markov Triplet", Actes du 20ème Colloque GRETSI, Louvain-la-Neuve, Belgium, September 6-9, 2005.
- B. Ait-el-Fquih and F.
Desbouvries, "Bayesian smoothing
algorithms in Pairwise and Triplet Markov chains", Proceedings of the 2005
IEEE Workshop on Statistical
- W. Pieczynski and F.
Desbouvries, "On triplet Markov chains", Proceedings of the
International Symposium on Applied Stochastic Models and Data Analysis
(ASMDA 2005), Brest, France, May 17-20, 2005.
- B. Ait-el-Fquih and F.
Desbouvries, "Kalman filtering for triplet Markov
chains : applications and extensions", Proceedings of the IEEE International
Conference on Acoustics, Speech and
- J. Lecomte, F. Desbouvries and
- F. Desbouvries & J.
Lecomte, "Multiscale Bayesian
Estimation in Pairwise Markov Trees", Proceedings of the European
- E. Monfrini, J. Lecomte, F.
Desbouvries & W. Pieczynski, "Image and Signal Restoration using Pairwise Markov
Trees", Proceedings
of the 2003 IEEE Workshop on Statistical
- F. Desbouvries & W.
Pieczynski , "Particle Filtering in
Pairwise and Triplet Markov Chains", Proceedings of the IEEE - EURASIP
Workshop on Nonlinear Signal and Image Processing (NSIP 2003),
- F. Desbouvries & W.
Pieczynski , "Particle Filtering with
Pairwise Markov Processes", Proceedings of the IEEE International Conference on
Acoustics, Speech and
- W. Pieczynski & F. Desbouvries, "Kalman
Filtering using Pairwise Gaussian Models
- W.
Muhammad, E. Grosicki, K. Abed-Meraim, J.P. Delmas & F. Desbouvries,
"Uplink versus Downlink Wireless Mobile Positioning in
UMTS Cellular Radio Systems", Proceedings of the
European Signal Processing Conference (EUSIPCO'02), Toulouse, France,
vol. 2, pp 373-376, September 2002
- F.
Desbouvries, "Geometrical aspects of linear prediction algorithms",
Proceedings of the International Symposium on the Mathematical Theory
of Networks and Systems (MTNS 2000), Perpignan, France, June 19-23,
2000.
- W.
Hachem, F. Desbouvries & P. Loubaton, "Blind Channel estimation for CDMA systems : an induced
cyclostationarity approach", Proceedings of the
IEEE International Conference on Acoustics, Speech and Signal Processing
(ICASSP), Istanbul, June 5-9, 2000.
- F. Desbouvries, "Aspects géométriques d'algorithmes de prédiction linéaire", Actes du 17ème Colloque GRETSI, Vol. 3, pp. 717-20, Vannes, France, 15-19 September 1999.
- W. Hachem, F. Desbouvries & P. Loubaton, "Un algorithme d'identification autodidacte multi-entrées / multi-sorties en présence de bruit corrélé spatialement", Actes du 17ème Colloque GRETSI, Vol. 3, pp. 17-20, Vannes, France, 15-19 September 1999.
- W.
Hachem, F. Desbouvries & P. Loubaton, "On the identification of certain noisy FIR convolutive
mixtures", Proceedings of the International
Workshop on Independent Component Analysis and Blind Signal Separation
(ICA 99), Aussois, France, January 11-15, 1999.
- F.
Desbouvries & P. Loubaton, "On the identification of certain
rational transfer functions from truncated autocovariance sequences",
Proceedings of the International Symposium on the Mathematical Theory
of Networks and Systems (MTNS'98), pp. 767-70, Padova, Italy, July
1998.
- F. Desbouvries & P. Loubaton, "Identification autodidacte au second-ordre d'un système multi-entrées/multi-sorties bruité: le cas d'un bruit temporellement blanc et spatialement coloré", Actes du 16ème Colloque GRETSI, pp. 627-30, Grenoble, France, 15-19 September 1997.
- F.
Desbouvries & P. Regalia, "A minimal Givens rotations-based FRLS
lattice algorithm", Signal Processing VIII, Theory and
Applications - Proceedings of the European Signal Processing Conference
(EUSIPCO'96), Trieste, Italy, Vol.2, pp. 1377-1380,
September 1996.
- F.
Desbouvries, I. Fijalkow & P. Loubaton, "On the identification of
certain noisy MA models", International Sympusium on the
Mathematical Theory of Networks and Systems (MTNS'96), St Louis, MI, June 1996.
- F.
Desbouvries, "Generalized Split Lattices for a-Stationary
Processes", Mathematics in Signal Processing III, IMA
Conference Series, Vol. 49, pp. 143-154, Oxford University Press, 1994.
- F.
Desbouvries, "A Rotation-based algorithm for computing reflection
coefficients", presented at the Special session on time-varying
system theory and computational linear algebra, European Conference
on Circuit Theory and Design (ECCTD), Davos, CH, Aug. 30 / Sep.
3, 1993; published in : Circuit Theory and Design 93, Proceedings of
the 11th ECCTD, Part I, pp. 179-84, H. Dedieu ed., Elsevier, 1993.
- F.
Desbouvries, "Recursive Least-Squares Lattices and Trigonometry in
the Spherical Triangle", Proceedings of the IEEE International
Conference on Acoustics, Speech and Signal Processing (ICASSP'93), Minneapolis,
MN , Vol. 3, pp. 404-407, April 1993.
