François Septier
93
Documents
Publications
Detection of Low Level Concentrations of Hazardous Materials in the Air Using Sequential Multivariate Detection Methods21th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, Sep 2022, Aveiro, Portugal
Conference papers
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Block Kalman Filter: an Asymptotic Block Particle Filter in the Linear Gaussian CaseIEEE International Conference on Acoustics, Speech, and Signal Processing, Jun 2021, Toronto, Canada
Conference papers
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Subspace Detours Meet Gromov-WassersteinNeurIPS, workshop on Optimal Transport in Machine Learning, Dec 2021, Virtual-only Conference, France
Conference papers
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New insights into inverse dispersion modelling and probabilistic source term estimate at local scale in complex environments20th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, Jun 2021, Tartu, Estonia
Conference papers
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Parallel Block Particle FilteringIEEE Statistical Signal Processing Workshop (SSP), Jul 2021, Rio de Janeiro, Brazil
Conference papers
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Application of the Bayesian approach and inverse dispersion modelling to source term estimates in built-up environments19th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, Jun 2019, Bruges, Belgium
Conference papers
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A Robust High-Dimensional Bayesian Filter: the Stochastic GH-GEnKFIEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec 2019, Le Gosier, France
Conference papers
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Joint Localization and Clock Off- set Estimation via Time-Of-Arrival with Ranging Offset26th European Signal Processing Conference (EUSIPCO), Sep 2018, Roma, Italy. pp.672-676
Conference papers
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SIMO communication with impulsive and dependent interference - the Copula receiverGRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Sep 2017, Juan-les-Pins, France
Conference papers
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Rééchantillonnage indépendant et semi-indépendant pour le filtrage particulaireXXVIème Colloque GRETSI, Sep 2017, Juan-Les-Pins, France
Conference papers
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Counting Public Transport Passenger Using WiFi Signatures of Mobile DevicesIEEE 20th International Conference on Intelligent Transportation Systems ITSC, Oct 2017, Yokohama, Japan
Conference papers
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An improved SIR-based sequential Monte Carlo algorithm2016 IEEE Workshop on Statistical Signal Processing (SSP 16), Jun 2016, Palma de Mallorca, Spain
Conference papers
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A Bayesian approach of the Source Term Estimate coupling retro-dispersion computations with a Lagrangian Particle Dispersion Model and the Adaptive Multiple Importance Sampling17th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes (HARMO 17), May 2016, Budapest, Hungary. pp.1-5
Conference papers
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How Can Subsampling Reduce Complexity in Sequential MCMC Methods and Deal with Big Data in Target Tracking?Int. Conf. on Information Fusion (FUSION), Jul 2015, Washington D.C., United States
Conference papers
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Skew-t copula for dependence modelling of impulsive (α-stable) interferenceIEEE International Conference on Communications (ICC), Jun 2015, London, United Kingdom
Conference papers
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Wind Storm Estimation using a Heterogeneous Sensor Network with High and Low Resolution SensorsIEEE International Conference on Communications (ICC), Jun 2015, London, United Kingdom
Conference papers
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An Expectation Maximisation Algorithm for Behaviour Analysis in VideoInt. Conf. on Information Fusion (FUSION), Jul 2015, Washington D.C., United States
Conference papers
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Modélisation de points imprimés à l’échelle micro-métriqueXXVème Colloque GRETSI, Sep 2015, Lyon, France
Conference papers
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Filtrage particulaire avec une loi de proposition quasi-optimale utilisant la détection souple pour le suivi visuelXXVème Colloque GRETSI, Sep 2015, Lyon, France
Conference papers
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Sequential Markov Chain Monte Carlo for multi-target tracking with correlated RSS measurementsIEEE 10th International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Apr 2015, Singapore, Singapore. ⟨10.1109/ISSNIP.2015.7106901⟩
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A Bayesian Compressed Sensing Kalman Filter for Direction of Arrival EstimationInt. Conf. on Information Fusion (FUSION), Jul 2015, Washington D.C., United States
Conference papers
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Particle Filtering with a Soft Detection Based Near-Optimal Importance Function for Visual Tracking23rd European Signal Processing Conference (EUSIPCO), Aug 2015, Nice, France
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Dynamic Speech Emotion Recognition with State-Space Models23rd European Signal Processing Conference (EUSIPCO), Aug 2015, Nice, France
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Distributional upper bound on the interference in spatial wireless multiuser ultrawideband communication systemsIEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014, 2014, Florence, Italy. pp.5764-5768, ⟨10.1109/ICASSP.2014.6854708⟩
Conference papers
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State and Impulsive Time-Varying Measurement Noise Density Estimation in Nonlinear Dynamic Systems Using Dirichlet Process MixturesIEEE International Conference on Acoustics, Speech, and Signal Processing, May 2014, Florence, Italy. pp.330 - 334
Conference papers
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Estimating Source Term Parameters through Probabilistic Bayesian inference: An Approach based on an Adaptive Multiple Importance Sampling Algorithm16th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes (HARMO 16), Sep 2014, Varna, Bulgaria. pp.1-5
Conference papers
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NEPS: ''Narrowband Efficient Positioning System'' for Delivering Resource Efficient GNSS Receivers2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Apr 2014, Singapore, Singapore. pp.1-6
Conference papers
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Printer technology authentication from micrometric scan of a single printed dotIS&T/SPIE Electronic Imaging, Feb 2014, San Francisco, California, United States. pp.1-7
Conference papers
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Communications Meets Copula Modeling: Non-Standard Dependence Features in Wireless Fading ChannelsIEEE Global Conference on Signal and Information Processing (GlobalSIP), Dec 2014, Atlanta, Georgia, United States. pp.1-5
Conference papers
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Improving SMC Sampler Estimate by Recycling All Past Simulated Particles2014 IEEE Workshop on Statistical Signal Processing (SSP 14), Jun 2014, Gold Coast, Australia. pp.1-4
Conference papers
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Printer Identification from Micro-metric Scale PrintingIEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, May 2014, Florence, Italy. pp.1-4, ⟨10.1109/ICASSP.2014.6854803⟩
Conference papers
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Robust receiver in impulsive noise17èmes Journées Nationales du Réseau Doctoral en Micro-Nanoélectronique, JNRDM 2014, 2014, Villeneuve d'Ascq, France. 4 p
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Bayesian Nonparametric State and Impulsive Measurement Noise Density Estimation in Nonlinear Dynamic SystemsIEEE International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada. pp.5755 - 5759
Conference papers
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Adaptive Bayesian Algorithms for the Estimation of Source Term in a Complex Atmospheric Release15th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, May 2013, Madrid, Spain. pp.1-5
Conference papers
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Bayesian Filtering with Intractable Likelihood using Sequential MCMCIEEE International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada. pp.1-5
Conference papers
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Estimation bayésienne non paramétrique de l'état et du bruit impulsif dans les systèmes dynamiques non linéairesXXIVème Colloque GRETSI, Sep 2013, Brest, France. pp.1-4
Conference papers
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Bayesian Model Selection and Parameter Estimation in Penalized Regression Model Using SMC Samplers21st European Signal Processing Conference (EUSIPCO), Sep 2013, Marrakech, Morocco. pp.1-5
Conference papers
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Estimating a CBRN atmospheric release in a complex environment using Gaussian ProcessesProc. Int. Conf. on Information Fusion (FUSION 2012), Jul 2012, Singapore, Singapore. pp.1846-1853
Conference papers
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Robust Visual Tracking via MCMC-based Particle FilterIEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2012, Kyoto, Japan
Conference papers
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Receiver study for cooperative communications in convolved additive α-stable interference plus Gaussian thermal noiseNinth International Symposium on Wireless Communication Systems, Aug 2012, Paris, France. pp.1-5
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MCMC-Based Tracking and Identification of Leaders in GroupsIEEE International Conference on Computer Vision Workshops (ICCV Workshops), Nov 2011, Barcelona, Spain. pp.112-119, ⟨10.1109/ICCVW.2011.6130232⟩
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A Comparative Study of Monte-Carlo Methods for Multitarget TrackingIEEE International Workshop on Statistical Signal Processing, Jun 2011, Nice, France. pp.205-208, ⟨10.1109/SSP.2011.5967660⟩
Conference papers
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Impulsive Interference Mitigation in Ad Hoc Networks Based on Alpha-Stable Modeling and Particle FilteringInternational Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011, May 2011, Prague, Czech Republic. pp.3548 - 3551, ⟨10.1109/ICASSP.2011.5946244⟩
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Performance of an Optimal Receiver in the Presence of Alpha-Stable and Gaussian NoisesIEEE International Workshop on Statistical Signal Processing, Jun 2011, Nice, France. pp.205-208, ⟨10.1109/SSP.2011.5967762⟩
Conference papers
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Blind Detection of Severely Blurred 1D BarcodeGlobal Telecommunications Conference (GLOBECOM 2010), 2010 IEEE, Dec 2010, United States. pp.1-5
Conference papers
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Tracking of Multiple Contaminant Clouds12th International Conference on Information Fusion, 2009. FUSION '09., Jul 2009, Seattle, WA, United States. pp.1280-1287
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Tracking of coordinated groups using marginalised MCMC-based Particle algorithmIEEE Aerospace Conference, Mar 2009, Big Sky, MT, United States. pp.1, ⟨10.1109/AERO.2009.4839491⟩
Conference papers
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Multiple Object Tracking Using Evolutionary MCMC-Based Particle Algorithms15th IFAC Symposium on System Identification, (SYSID 2009), Jul 2009, Saint-Malo, France. ⟨10.3182/20090706-3-FR-2004.00132⟩
Conference papers
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The Gaussian mixture MCMC particle algorithm for dynamic cluster tracking12th International Conference on Information Fusion, 2009. FUSION '09., Jul 2009, Seattle, WA, United States. pp.1179-1186
Conference papers
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Estimation séquentielle et conjointe du bruit de phase, de l'offset en fréquence et des symboles émis dans les systèmes OFDMTraitement et Analyse de l'Information : Méthodes et Applications (TAIMA), May 2009, Hammamet, Tunisie. pp.1-4
Conference papers
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On MCMC-Based Particle Methods for Bayesian Filtering : Application to Multitarget TrackingIEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec 2009, Aruba, Netherlands Antilles. pp.1280-1287, ⟨10.1109/CAMSAP.2009.5413256⟩
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Evolutionary MCMC Particle Filtering for Target Cluster TrackingIEEE 13th DSP Workshop and the 5th SPE Workshop, Jan 2009, Marco Island, Florida, United States. pp.262-267
Conference papers
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OFDM Channel Estimation in the Presence of Phase Noise and Frequency Offset by Particle FilteringIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Apr 2007, Honolulu, United States. pp.III-289 - III-292
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Particle Filter with Hybrid Importance Function for Joint Symbol Detection and Phase TrackingIEEE 7th Workshop on Signal Processing Advances in Wireless Communications, Jul 2006, Cannes, France. pp.1-5, ⟨10.1109/SPAWC.2006.346358⟩
Conference papers
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Traitement du bruit de phase par filtrage particulaire en communication numériqueTraitement et Analyse de l'Information : Méthodes et Applications (TAIMA), Oct 2005, Hammamet, Tunisie. pp.1-4
Conference papers
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MALICE : Localisation de sources polluantes depuis un réseau de capteursGIS 3SGS 2011 : 4ème Workshop du Groupement d'Intérêt Scientifique «Surveillance, Sûreté, Sécurité des Grands Systèmes»), Oct 2011, Valenciennes, France
Conference poster
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SMC-ABC methods for the estimation of stochastic si- mulation models of the limit order bookScott A. Sisson, Yanan Fan, Mark Beaumont. Handbook of Approximate Bayesian Computation, 2017, 9781439881507
Book sections
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An Overview of Recent Advances in Monte-Carlo Methods for Bayesian Filtering in High-Dimensional SpacesPeters, Gareth W.; Matsui, Tomoko. Theoretical Aspects of Spatial-Temporal Modeling, SpringerBriefs - JSS Research Series in Statistics, 2015, 9784431553359
Book sections
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Inferring Leadership from Group Dynamics Using Markov Chain Monte Carlo MethodsModeling, Simulation and Visual Analysis of Crowds: A Multidisciplinary Perspective, Eds S. Ali, K. Nishino, D. Manocha, M. Shah - Springer, pp.325-346, 2013, The International Series in Video Computing Volume 11, 978-1461484820
Book sections
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Sequential Inference for Dynamically Evolving Groups of ObjectsD. Barber, A. Taylan Cemgil and S. Chiappia. Bayesian Time Series Models, Cambridge University Press, pp.245-276, 2011, 9780521196765
Book sections
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Synthèse des questions mathématiques soulevées par la mise en oeuvre de jumeaux numériques pour le suivi et le pilotage de systèmes dynamiques en entreprises.2021
Preprints, Working Papers, ...
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Sliced-Wasserstein Gradient Flows2021
Preprints, Working Papers, ...
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