François Septier

Publications

Article dans une revue (37)

Speeding Up Sequential Markov Chain Monte Carlo Methods in the Context of Large Volumes of Data From Distributed Sensor Networks Allan de Freitas,François Septier,Lyudmila Mihaylova International Journal of Distributed Sensor Networks, 2026, 2026 (1), ⟨10.1155/dsn/6527524⟩ Article dans une revue hal-05573562v1
Evaluating experimental design to sample mosquitoes Heloise Rozier,Pierre Gloaguen,François Septier,Sébastien Boyer Scientific Reports, 2025, 15 (1), pp.43552. ⟨10.1038/s41598-025-27465-0⟩ Article dans une revue hal-05424751v1
Estimation of Thermal Comfort Index Under Climate Model Uncertainty Yidan Gao,Ido Nevat,François Septier Environmental Modeling & Assessment, 2025, 30 (6), pp.1269-1287. ⟨10.1007/s10666-025-10056-8⟩ Article dans une revue hal-05486477v1
VS-LTGARCHX: A Flexible Variable Selection in Log-TGARCHX Models Samir Orujov,Victor Elvira,Audrey Poterie,Farid Rajabov,Francois Septier Journal of Time Series Econometrics, 2025, pp.1-34. ⟨10.1515/jtse-2023-0035⟩ Article dans une revue hal-04283159v3
Efficient Methods to Detect Atmospheric Concentration with Low Signal to Noise Ratio on a Sensor Network Victor Watson,François Septier,Patrick Armand,Christophe Duchenne Atmospheric Environment, 2024, 316, pp.120190. ⟨10.1016/j.atmosenv.2023.120190⟩ Article dans une revue hal-04336954v1
Spatial–Temporal Temperature Forecasting Using Deep-Neural-Network-Based Domain Adaptation Vu Tran,François Septier,Daisuke Murakami,Tomoko Matsui Atmosphere, 2024, 15 (1), pp.90. ⟨10.3390/atmos15010090⟩ Article dans une revue hal-05156641v1
Graph Regression Model for Spatial and Temporal Environmental Data—Case of Carbon Dioxide Emissions in the United States Roméo Tayewo,François Septier,Ido Nevat,Gareth Peters Entropy, 2023, 25 (9), pp.1272. ⟨10.3390/e25091272⟩ Article dans une revue hal-04336950v1
Generalised hyperbolic state space models with application to spatio-temporal heat wave prediction Daisuke Murakami,Gareth Peters,François Septier,Tomoko Matsui Spatial Statistics, 2023, pp.100778. ⟨10.1016/j.spasta.2023.100778⟩ Article dans une revue hal-04336962v1
State space partitioning based on constrained spectral clustering for block particle filtering Rui Min,Christelle Garnier,François Septier,John Klein Signal Processing, 2022, 201, pp.12. ⟨10.1016/j.sigpro.2022.108727⟩ Article dans une revue hal-03778046v1
Sequential detection of a temporary change in multivariate time series Victor Watson,François Septier,Patrick Armand,Christophe Duchenne Digital Signal Processing, 2022, 127, pp.103545. ⟨10.1016/j.dsp.2022.103545⟩ Article dans une revue hal-03727692v1
Sequential Monte Carlo sampler applied to source term estimation in complex atmospheric environments François Septier,Patrick Armand,Christophe Duchenne Atmospheric Environment, 2022, ⟨10.1016/j.atmosenv.2021.118822⟩ Article dans une revue hal-03426803v1
Efficient Gradient Flows in Sliced-Wasserstein Space Clément Bonet,Nicolas Courty,François Septier,Lucas Drumetz Transactions on Machine Learning Research Journal, 2022 Article dans une revue hal-04250914v1
Subspace Detours Meet Gromov-Wasserstein Clément Bonet,Titouan Vayer,Nicolas Courty,François Septier,Lucas Drumetz Algorithms, 2021, Special Issue Optimal Transport: Algorithms and Applications, 14 (12), pp.366. ⟨10.3390/a14120366⟩ Article dans une revue hal-03500536v1
Impulsive Noise Modeling and Robust Receiver Design Laurent Clavier,Gareth W Peters,François Septier,Ido Nevat EURASIP Journal on Wireless Communications and Networking, 2021, 13, ⟨10.1186/s13638-020-01868-1⟩ Article dans une revue hal-02958648v1
A bayesian inference procedure based on inverse dispersion modelling for source term estimation in built-up environments François Septier,Patrick Armand,Christophe Duchenne Atmospheric Environment, 2020, 242, ⟨10.1016/j.atmosenv.2020.117733⟩ Article dans une revue hal-02933058v1
Semi-independent resampling for particle filtering Roland Lamberti,Yohan Petetin,François Desbouvries,François Septier IEEE Signal Processing Letters, 2018, 25 (1), pp.130 - 134. ⟨10.1109/LSP.2017.2775150⟩ Article dans une revue hal-01670395v1
Probabilistic Modelling of Printed Dots at the Microscopic Scale Quoc Thong Nguyen,Yves Delignon,François Septier,Anh Thu Phan Ho Signal Processing: Image Communication, 2018, 62, pp.129-138. ⟨10.1016/j.image.2018.01.003⟩ Article dans une revue hal-01686159v2
Spatial Field Reconstruction and Sensor Selection in Heterogeneous Sensor Networks with Stochastic Energy Harvesting Pengfei Zhang,Ido Nevat,Gareth W. Peters,François Septier,Michael A Osborne IEEE Transactions on Signal Processing, 2018, 66 (9), pp.2245-2257. ⟨10.1109/TSP.2018.2802452⟩ Article dans une revue hal-01683049v1
Gradient based sequential Markov chain Monte Carlo for multi-target tracking with correlated measurements Roland Lamberti,François Septier,Naveed Salman,Lyudmila Mihaylova IEEE Transactions on Signal and Information Processing over Networks, 2018, 4 (3), pp.510-518. ⟨10.1109/TSIPN.2017.2756563⟩ Article dans une revue hal-01678925v1
Bayesian Compressive Sensing Approaches for Direction of Arrival Estimation With Mutual Coupling Effects Matthew Hawes,Lyudmila Mihaylova,François Septier,Simon Godsill IEEE Transactions on Antennas and Propagation, 2017, 65 (3), pp.1357 - 1368. ⟨10.1109/TAP.2017.2655013⟩ Article dans une revue hal-01678899v1
Independent resampling sequential Monte Carlo algorithms Roland Lamberti,Yohan Petetin,François Desbouvries,François Septier IEEE Transactions on Signal Processing, 2017, 65 (20), pp.5318 - 5333. ⟨10.1109/TSP.2017.2726971⟩ Article dans une revue hal-01593422v1
Location of Things: Geospatial Tagging for IoT Using Time-of-Arrival Ido Nevat,Gareth W. Peters,Karin Avnit,François Septier,Laurent Clavier IEEE Transactions on Signal and Information Processing over Networks, 2016, 2 (2), pp.174-185. ⟨10.1109/TSIPN.2016.2531422⟩ Article dans une revue hal-01359099v1
A Bayesian Perspective on Multiple Source Localization in Wireless Sensor Networks Thi Le Thu Nguyen,François Septier,Harizo Rajaona,Gareth W. Peters,Ido Nevatet al. IEEE Transactions on Signal Processing, 2016, ⟨10.1109/TSP.2015.2505689⟩ Article dans une revue hal-01238931v1
Subgradient-based Markov Chain Monte Carlo particle methods for discrete-time nonlinear filtering Avishy Carmi,Lyudmila Mihaylova,François Septier Signal Processing, 2016, 120, pp.532-536. ⟨10.1016/j.sigpro.2015.10.015⟩ Article dans une revue istex hal-01238925v1
Langevin and Hamiltonian based Sequential MCMC for Efficient Bayesian Filtering in High-dimensional Spaces François Septier,Gareth W. Peters IEEE Journal of Selected Topics in Signal Processing, 2016, ⟨10.1109/JSTSP.2015.2497211⟩ Article dans une revue hal-01238978v1
Efficient Sequential Monte-Carlo Samplers for Bayesian Inference Thi Le Thu Nguyen,François Septier,Gareth W. Peters,Yves Delignon IEEE Transactions on Signal Processing, 2016, ⟨10.1109/TSP.2015.2504342⟩ Article dans une revue hal-01238933v1
Estimation of Spatially Correlated Random Fields in Heterogeneous Wireless Sensor Networks Ido Nevat,Gareth W. Peters,François Septier,Tomoko Matsui IEEE Transactions on Signal Processing, 2015, 63 (10), pp.2597--2609. ⟨10.1109/TSP.2015.2412917⟩ Article dans une revue hal-01144852v1
An adaptive Bayesian inference algorithm to estimate the parameters of a hazardous atmospheric release Harizo Rajaona,François Septier,Patrick Armand,Yves Delignon,Christophe Olryet al. Atmospheric Environment, 2015, 122, pp.748-762. ⟨10.1016/j.atmosenv.2015.10.026⟩ Article dans une revue istex hal-01238921v1
Joint estimation of state and noise parameters in a linear dynamic system with impulsive measurement noise: Application to OFDM systems Nouha Jaoua,Emmanuel Duflos,Philippe Vanheeghe,Laurent Clavier,François Septier Digital Signal Processing, 2014, 35, pp.1-16. ⟨10.1016/j.dsp.2014.08.001⟩ Article dans une revue istex hal-01064657v1
Overview of Bayesian sequential Monte Carlo methods for group and extended object tracking Lyudmila Mihaylova,Avishy Carmi,François Septier,Amadou Gning,Sze Kim Panget al. Digital Signal Processing, 2014, 25, pp.1-16. ⟨10.1016/j.dsp.2013.11.006⟩ Article dans une revue hal-00937289v1
Spreading code allocation strategy for downlink multicarrier code division multiple access transmission in a correlated Rayleigh fading channel Christelle Garnier,Yves Delignon,Hassan El Ghazi,François Septier Wireless Communications and Mobile Computing, 2012, ⟨10.1002/wcm.2222⟩ Article dans une revue hal-00685927v1
The Gaussian mixture MCMC particle algorithm for dynamic cluster tracking Avishy Carmi,François Septier,Simon J. Godsill Automatica, 2012, pp.1-14. ⟨10.1016/j.automatica.2012.06.086⟩ Article dans une revue hal-00721745v1
MCMC sampling for joint estimation of phase distortions and transmitted symbols in OFDM systems François Septier,Yves Delignon Digital Signal Processing, 2011, 21 (2), pp.341-353. ⟨10.1016/j.dsp.2010.10.003⟩ Article dans une revue hal-00566491v1
Pilot-Aided Sequential Monte Carlo Estimation of Phase Distortions and Transmitted Symbols in Multicarrier Systems François Septier,Yves Delignon,Atika Rivenq,Christelle Garnier Journal of Electrical and Computer Engineering, 2010, 2010, pp.1-5. ⟨10.1155/2010/536057⟩ Article dans une revue hal-00738663v1
Alpha-stable interference modeling and Cauchy receiver for an IR-UWB ad hoc network Hamza El Ghannudi,Laurent Clavier,Nourddine Azzaoui,François Septier,Paul-Alain Rolland IEEE Transactions on Communications, 2010, 58 (6), pp.1748 - 1757. ⟨10.1109/TCOMM.2010.06.090074⟩ Article dans une revue hal-00685924v1
Non-Pilot-Aided Sequential Monte Carlo Method to Joint Signal, Phase Noise, and Frequency Offset Estimation in Multicarrier Systems François Septier,Yves Delignon,Atika Rivenq,Christelle Garnier EURASIP Journal on Advances in Signal Processing, 2008, 2008, pp.1-14. ⟨10.1155/2008/612929⟩ Article dans une revue hal-00813269v1
Monte Carlo Methods for Channel, Phase Noise and Frequency Offset Estimation with Unknown Noise Variances in OFDM Systems François Septier,Yves Delignon,Atika Rivenq,Christelle Garnier IEEE Transactions on Signal Processing, 2008, 56 (8), pp.3613-3626. ⟨10.1109/TSP.2008.919629⟩ Article dans une revue hal-00813272v1

Communication dans un congrès (61)

Density-based isolation forest Nathan Levêque,Emmanuel Frénod,Jérôme Lacaille,Audrey Poterie,François Septieret al. 2025 IEEE Statistical Signal Processing Workshop, Jun 2025, Edinburgh, United Kingdom. pp.1-5, ⟨10.1109/SSP64130.2025.11073205⟩ Communication dans un congrès hal-05272282v1
Spherical Sliced-Wasserstein Clément Bonet,Paul Berg,Nicolas Courty,François Septier,Lucas Drumetzet al. International Conference on Learning Representations (ICLR), May 2023, Kigali, Rwanda Communication dans un congrès hal-04336947v1
Detection of Low Level Concentrations of Hazardous Materials in the Air Using Sequential Multivariate Detection Methods Victor Watson,François Septier,Patrick Armand,Christophe Duchenne 21th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, Sep 2022, Aveiro, Portugal Communication dans un congrès hal-03727698v1
Filtrage particulaire par bloc parallèle Rui Min,Christelle Garnier,François Septier,John Klein Colloque Francophone du Traitement du Signal et des Images (GRETSI ), Sep 2022, Nancy, France Communication dans un congrès hal-04416715v1
Parallel Block Particle Filtering Rui Min,Christelle Garnier,François Septier,John Klein IEEE Statistical Signal Processing Workshop (SSP), Jul 2021, Rio de Janeiro, Brazil. pp.86-90, ⟨10.1109/SSP49050.2021.9513788⟩ Communication dans un congrès hal-03426784v1
Block Kalman Filter: an Asymptotic Block Particle Filter in the Linear Gaussian Case Rui Min,Christelle Garnier,François Septier,John Klein IEEE International Conference on Acoustics, Speech, and Signal Processing, Jun 2021, Toronto, Canada. pp.5574-5578, ⟨10.1109/ICASSP39728.2021.9413963⟩ Communication dans un congrès hal-03138584v1
Subspace Detours Meet Gromov-Wasserstein Clément Bonet,Nicolas Courty,François Septier,Lucas Drumetz NeurIPS, workshop on Optimal Transport in Machine Learning, Dec 2021, Virtual-only Conference, France. ⟨10.48550/arXiv.2110.10932⟩ Communication dans un congrès hal-03426813v1
New insights into inverse dispersion modelling and probabilistic source term estimate at local scale in complex environments Victor Watson,François Septier,Christophe Duchenne,Patrick Armand 20th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, Jun 2021, Tartu, Estonia Communication dans un congrès hal-03426795v1
A Robust High-Dimensional Bayesian Filter: the Stochastic GH-GEnKF François Septier,Tomoko Matsui IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec 2019, Le Gosier, France Communication dans un congrès hal-02368455v1
Application of the Bayesian approach and inverse dispersion modelling to source term estimates in built-up environments François Septier,Christophe Duchenne,Patrick Armand 19th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, Jun 2019, Bruges, Belgium Communication dans un congrès hal-02368481v1
A double proposal normalized importance sampling estimator Roland Lamberti,Yohan Petetin,François Septier,François Desbouvries SSP 2018: IEEE Statistical Signal Processing Workshop, Jun 2018, Freiburg, Germany. pp.238 - 242, ⟨10.1109/SSP.2018.8450849⟩ Communication dans un congrès hal-01870199v1
Joint Localization and Clock Off- set Estimation via Time-Of-Arrival with Ranging Offset Ido Nevat,François Septier,Karin Avnit,Gareth Peters,Laurent Clavier 26th European Signal Processing Conference (EUSIPCO), Sep 2018, Roma, Italy. pp.672-676 Communication dans un congrès hal-02368447v1
Visual tracking of multiple objects using a local particle filter Mehdi Oulad Ameziane,Christelle Garnier,François Septier,Emmanuel Duflos GRETSI 2017, Sep 2017, Juan-les-Pins, France Communication dans un congrès hal-01678977v1
SIMO communication with impulsive and dependent interference - the Copula receiver Emilie Soret,Laurent Clavier,Gareth W. Peters,Ido Nevat,François Septier GRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Sep 2017, Juan-les-Pins, France Communication dans un congrès hal-01678984v1
Rééchantillonnage indépendant et semi-indépendant pour le filtrage particulaire Roland Lamberti,François Desbouvries,François Septier,Yohan Petetin XXVIème Colloque GRETSI, Sep 2017, Juan-Les-Pins, France Communication dans un congrès hal-01679000v1
Counting Public Transport Passenger Using WiFi Signatures of Mobile Devices Tor Andre Myrvoll,Jan Erik Hakegard,Tomoko Matsui,François Septier IEEE 20th International Conference on Intelligent Transportation Systems ITSC, Oct 2017, Yokohama, Japan Communication dans un congrès hal-01678949v1
A Bayesian approach of the Source Term Estimate coupling retro-dispersion computations with a Lagrangian Particle Dispersion Model and the Adaptive Multiple Importance Sampling Harizo Rajaona,François Septier,Yves Delignon,Patrick Armand,Christophe Olryet al. 17th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes (HARMO 17), May 2016, Budapest, Hungary. pp.1-5 Communication dans un congrès hal-01359091v1
Particle filters with independent resampling Roland Lamberti,Yohan Petetin,François Septier,François Desbouvries ICASSP 2016 : 41st International Conference on Acoustics, Speech and Signal Processing, Mar 2016, Shanghai, China. pp.3994 - 3998, ⟨10.1109/ICASSP.2016.7472427⟩ Communication dans un congrès hal-01341157v1
An improved SIR-based sequential Monte Carlo algorithm Roland Lamberti,Yohan Petetin,François Septier,François Desbouvries 2016 IEEE Workshop on Statistical Signal Processing (SSP 16), Jun 2016, Palma de Mallorca, Spain Communication dans un congrès hal-01359095v1
Wind Storm Estimation using a Heterogeneous Sensor Network with High and Low Resolution Sensors Ido Nevat,Gareth W. Peters,François Septier,Tomoko Matsui IEEE International Conference on Communications (ICC), Jun 2015, London, United Kingdom Communication dans un congrès hal-01144851v1
A Bayesian Compressed Sensing Kalman Filter for Direction of Arrival Estimation Matthew Hawes,Lyudmila Mihaylova,François Septier,Simon J. Godsill Int. Conf. on Information Fusion (FUSION), Jul 2015, Washington D.C., United States Communication dans un congrès hal-01198417v1
An Expectation Maximisation Algorithm for Behaviour Analysis in Video Olga Isupova,Lyudmila Mihaylova,Danil Kuzin,Garik Markarian,François Septier Int. Conf. on Information Fusion (FUSION), Jul 2015, Washington D.C., United States Communication dans un congrès hal-01198415v1
Modélisation de points imprimés à l’échelle micro-métrique Quoc Thong Nguyen,Yves Delignon,Lionel Chagas,François Septier XXVème Colloque GRETSI, Sep 2015, Lyon, France Communication dans un congrès hal-01198421v1
Skew-t copula for dependence modelling of impulsive (α-stable) interference Xin Yan,Laurent Clavier,Gareth W. Peters,Nourddine Azzaoui,François Septieret al. IEEE International Conference on Communications (ICC), Jun 2015, London, United Kingdom Communication dans un congrès hal-01144849v1
How Can Subsampling Reduce Complexity in Sequential MCMC Methods and Deal with Big Data in Target Tracking? Allan de Freitas,François Septier,Lyudmila Mihaylova,Simon J. Godsill Int. Conf. on Information Fusion (FUSION), Jul 2015, Washington D.C., United States Communication dans un congrès hal-01198419v1
Filtrage particulaire avec une loi de proposition quasi-optimale utilisant la détection souple pour le suivi visuel Mehdi Oulad Ameziane,Christelle Garnier,Yves Delignon,Emmanuel Duflos,François Septier XXVème Colloque GRETSI, Sep 2015, Lyon, France Communication dans un congrès hal-01198420v1
Sequential Markov Chain Monte Carlo for multi-target tracking with correlated RSS measurements Roland Lamberti,François Septier,Naveed Salman,Lyudmila Mihaylova IEEE 10th International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Apr 2015, Singapore, Singapore. ⟨10.1109/ISSNIP.2015.7106901⟩ Communication dans un congrès hal-01144848v1
Particle Filtering with a Soft Detection Based Near-Optimal Importance Function for Visual Tracking Mehdi Oulad Ameziane,Christelle Garnier,Yves Delignon,Emmanuel Duflos,François Septier 23rd European Signal Processing Conference (EUSIPCO), Aug 2015, Nice, France Communication dans un congrès hal-01198422v1
Dynamic Speech Emotion Recognition with State-Space Models Konstantin Markov,Tomoko Matsui,François Septier,Gareth W. Peters 23rd European Signal Processing Conference (EUSIPCO), Aug 2015, Nice, France Communication dans un congrès hal-01198424v1
Printer technology authentication from micrometric scan of a single printed dot Q.-T. Nguyen,Yves Delignon,Lionel Chagas,François Septier IS&T/SPIE Electronic Imaging, Feb 2014, San Francisco, California, United States. pp.1-7 Communication dans un congrès hal-00937275v1
Printer Identification from Micro-metric Scale Printing Q.-T. Nguyen,Yves Delignon,Lionel Chagas,François Septier IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, May 2014, Florence, Italy. pp.1-4, ⟨10.1109/ICASSP.2014.6854803⟩ Communication dans un congrès hal-01007495v1
State and Impulsive Time-Varying Measurement Noise Density Estimation in Nonlinear Dynamic Systems Using Dirichlet Process Mixtures Nouha Jaoua,François Septier,Emmanuel Duflos,Philippe Vanheeghe IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2014, Florence, Italy. pp.330 - 334 Communication dans un congrès hal-01007529v1
Distributional upper bound on the interference in spatial wireless multiuser ultrawideband communication systems Gareth W. Peters,Ido Nevat,Laurent Clavier,François Septier IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014, 2014, Florence, Italy. pp.5764-5768, ⟨10.1109/ICASSP.2014.6854708⟩ Communication dans un congrès hal-01056963v1
Improving SMC Sampler Estimate by Recycling All Past Simulated Particles Thi Le Thu Nguyen,François Septier,Gareth W. Peters,Yves Delignon 2014 IEEE Workshop on Statistical Signal Processing (SSP 14), Jun 2014, Gold Coast, Australia. pp.1-4 Communication dans un congrès hal-01007551v1
Communications Meets Copula Modeling: Non-Standard Dependence Features in Wireless Fading Channels Gareth W. Peters,Tor Andre Myrvoll,Tomoko Matsui,François Septier,Ido Nevat IEEE Global Conference on Signal and Information Processing (GlobalSIP), Dec 2014, Atlanta, Georgia, United States. pp.1-5 Communication dans un congrès hal-01064663v1
NEPS: ''Narrowband Efficient Positioning System'' for Delivering Resource Efficient GNSS Receivers Ido Nevat,Ory Eger,Gareth W. Peters,François Septier 2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Apr 2014, Singapore, Singapore. pp.1-6 Communication dans un congrès hal-00939108v1
Estimating Source Term Parameters through Probabilistic Bayesian inference: An Approach based on an Adaptive Multiple Importance Sampling Algorithm Harizo Rajaona,Patrick Armand,François Septier,Yves Delignon,Christophe Olryet al. 16th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes (HARMO 16), Sep 2014, Varna, Bulgaria. pp.1-5 Communication dans un congrès hal-01064661v1
Robust receiver in impulsive noise Xin Yan,Laurent Clavier,Ido Nevat,Gareth W. Peters,François Septier 17èmes Journées Nationales du Réseau Doctoral en Micro-Nanoélectronique, JNRDM 2014, 2014, Villeneuve d'Ascq, France. 4 p Communication dans un congrès hal-01020280v1
Bayesian Filtering with Intractable Likelihood using Sequential MCMC François Septier,Gareth W. Peters,Ido Nevat IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada. pp.1-5 Communication dans un congrès hal-00813176v1
Estimation bayésienne non paramétrique de l'état et du bruit impulsif dans les systèmes dynamiques non linéaires Nouha Jaoua,Emmanuel Duflos,Philippe Vanheeghe,François Septier XXIVème Colloque GRETSI, Sep 2013, Brest, France. pp.1-4 Communication dans un congrès hal-00836515v1
Bayesian Nonparametric State and Impulsive Measurement Noise Density Estimation in Nonlinear Dynamic Systems Nouha Jaoua,Emmanuel Duflos,Philippe Vanheeghe,François Septier IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada. pp.5755 - 5759 Communication dans un congrès hal-00813185v1
Bayesian Model Selection and Parameter Estimation in Penalized Regression Model Using SMC Samplers Thi Le Thu Nguyen,François Septier,Gareth W. Peters,Yves Delignon 21st European Signal Processing Conference (EUSIPCO), Sep 2013, Marrakech, Morocco. pp.1-5 Communication dans un congrès hal-00836918v1
Adaptive Bayesian Algorithms for the Estimation of Source Term in a Complex Atmospheric Release Adrien Ickowicz,François Septier,Patrick Armand,Yves Delignon 15th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, May 2013, Madrid, Spain. pp.1-5 Communication dans un congrès hal-00813196v1
Robust Visual Tracking via MCMC-based Particle Filter D.N. Truong Cong,François Septier,Christelle Garnier,L. Khoudour,Yves Delignon IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2012, Kyoto, Japan Communication dans un congrès hal-00685929v1
Estimating a CBRN atmospheric release in a complex environment using Gaussian Processes Adrien Ickowicz,François Septier,Patrick Armand Proc. Int. Conf. on Information Fusion (FUSION 2012), Jul 2012, Singapore, Singapore. pp.1846-1853 Communication dans un congrès hal-00721740v1
Receiver study for cooperative communications in convolved additive α-stable interference plus Gaussian thermal noise Wei Gu,Gareth Peters,Laurent Clavier,François Septier,Ido Nevat Ninth International Symposium on Wireless Communication Systems, Aug 2012, Paris, France. pp.1-5 Communication dans un congrès hal-00721733v1
Performance of an Optimal Receiver in the Presence of Alpha-Stable and Gaussian Noises Hassan K. Khalil,Laurent Clavier,François Septier,Laurence Marsalle,Gwenaelle Castellan IEEE International Workshop on Statistical Signal Processing, Jun 2011, Nice, France. pp.205-208, ⟨10.1109/SSP.2011.5967762⟩ Communication dans un congrès hal-00685920v1
A Comparative Study of Monte-Carlo Methods for Multitarget Tracking François Septier,Julien Cornebise,Simon J. Godsill,Yves Delignon IEEE International Workshop on Statistical Signal Processing, Jun 2011, Nice, France. pp.205-208, ⟨10.1109/SSP.2011.5967660⟩ Communication dans un congrès hal-00685919v1
MCMC-Based Tracking and Identification of Leaders in Groups Avishy Carmi,Lyudmila Mihaylova,François Septier,Sze Kim Pang,Pini Gurfilet al. IEEE International Conference on Computer Vision Workshops (ICCV Workshops), Nov 2011, Barcelona, Spain. pp.112-119, ⟨10.1109/ICCVW.2011.6130232⟩ Communication dans un congrès hal-00685921v1
Impulsive Interference Mitigation in Ad Hoc Networks Based on Alpha-Stable Modeling and Particle Filtering Nouha Jaoua,Emmanuel Duflos,Philippe Vanheeghe,Laurent Clavier,François Septier International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011, May 2011, Prague, Czech Republic. pp.3548 - 3551, ⟨10.1109/ICASSP.2011.5946244⟩ Communication dans un congrès hal-00640682v1
Blind Detection of Severely Blurred 1D Barcode Noura Dridi,Yves Delignon,Wadih Sawaya,François Septier Global Telecommunications Conference (GLOBECOM 2010), 2010 IEEE, Dec 2010, United States. pp.1-5 Communication dans un congrès hal-00805761v1
Tracking of Multiple Contaminant Clouds François Septier,Avishy Carmi,Simon Godsill 12th International Conference on Information Fusion, 2009. FUSION '09., Jul 2009, Seattle, WA, United States. pp.1280-1287 Communication dans un congrès hal-00566637v1
Tracking of coordinated groups using marginalised MCMC-based Particle algorithm François Septier,Sze Kim Pang,Simon Godsill,Avishy Carmi IEEE Aerospace Conference, Mar 2009, Big Sky, MT, United States. pp.1, ⟨10.1109/AERO.2009.4839491⟩ Communication dans un congrès hal-00566621v1
On MCMC-Based Particle Methods for Bayesian Filtering : Application to Multitarget Tracking François Septier,Sze Kim Pang,Avishy Carmi,Simon Godsill IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec 2009, Aruba, Netherlands Antilles. pp.1280-1287, ⟨10.1109/CAMSAP.2009.5413256⟩ Communication dans un congrès hal-00566647v1
Evolutionary MCMC Particle Filtering for Target Cluster Tracking Avishy Carmi,Simon Godsill,François Septier IEEE 13th DSP Workshop and the 5th SPE Workshop, Jan 2009, Marco Island, Florida, United States. pp.262-267 Communication dans un congrès hal-00566593v1
The Gaussian mixture MCMC particle algorithm for dynamic cluster tracking Avishy Carmi,François Septier,Simon Godsill 12th International Conference on Information Fusion, 2009. FUSION '09., Jul 2009, Seattle, WA, United States. pp.1179-1186 Communication dans un congrès hal-00566634v1
Estimation séquentielle et conjointe du bruit de phase, de l'offset en fréquence et des symboles émis dans les systèmes OFDM François Septier,Yves Delignon,Atika Rivenq,Christelle Garnier Traitement et Analyse de l'Information : Méthodes et Applications (TAIMA), May 2009, Hammamet, Tunisie. pp.1-4 Communication dans un congrès hal-00566626v1
Multiple Object Tracking Using Evolutionary MCMC-Based Particle Algorithms François Septier,Avishy Carmi,Sze Kim Pang,Simon Godsill 15th IFAC Symposium on System Identification, (SYSID 2009), Jul 2009, Saint-Malo, France. ⟨10.3182/20090706-3-FR-2004.00132⟩ Communication dans un congrès hal-00566628v1
OFDM Channel Estimation in the Presence of Phase Noise and Frequency Offset by Particle Filtering François Septier,Yves Delignon,Atika Rivenq,Christelle Garnier IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Apr 2007, Honolulu, United States. pp.III-289 - III-292 Communication dans un congrès hal-00813316v1
Particle Filter with Hybrid Importance Function for Joint Symbol Detection and Phase Tracking François Septier,Yves Delignon,Atika Rivenq,Christelle Garnier IEEE 7th Workshop on Signal Processing Advances in Wireless Communications, Jul 2006, Cannes, France. pp.1-5, ⟨10.1109/SPAWC.2006.346358⟩ Communication dans un congrès hal-00685815v1
Traitement du bruit de phase par filtrage particulaire en communication numérique François Septier,Yves Delignon,Atika Rivenq,Christelle Garnier Traitement et Analyse de l'Information : Méthodes et Applications (TAIMA), Oct 2005, Hammamet, Tunisie. pp.1-4 Communication dans un congrès hal-00566674v1

Poster de conférence (1)

MALICE : Localisation de sources polluantes depuis un réseau de capteurs François Septier,Yves Delignon,Patrick Armand,Hichem Snoussi,Paul Honeiné GIS 3SGS 2011 : 4ème Workshop du Groupement d'Intérêt Scientifique «Surveillance, Sûreté, Sécurité des Grands Systèmes»), Oct 2011, Valenciennes, France Poster de conférence hal-02870517v1

Chapitre d'ouvrage (4)

SMC-ABC methods for the estimation of stochastic si- mulation models of the limit order book Efstathios Panayi,Gareth W. Peters,François Septier Scott A. Sisson, Yanan Fan, Mark Beaumont. Handbook of Approximate Bayesian Computation, 2017, 9781439881507 Chapitre d'ouvrage hal-01359103v1
An Overview of Recent Advances in Monte-Carlo Methods for Bayesian Filtering in High-Dimensional Spaces François Septier,Gareth W. Peters Peters, Gareth W.; Matsui, Tomoko. Theoretical Aspects of Spatial-Temporal Modeling, SpringerBriefs - JSS Research Series in Statistics, 2015, 9784431553359 Chapitre d'ouvrage hal-01198429v1
Inferring Leadership from Group Dynamics Using Markov Chain Monte Carlo Methods Avishy Carmi,Lyudmila Mihaylova,François Septier,Sze Kim Pang,Pini Gurfilet al. Modeling, 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 Chapitre d'ouvrage hal-00937296v1
Sequential Inference for Dynamically Evolving Groups of Objects Sze Kim Pang,Simon Godsill,Jack Li,François Septier,Simon Hill D. Barber, A. Taylan Cemgil and S. Chiappia. Bayesian Time Series Models, Cambridge University Press, pp.245-276, 2011, 9780521196765 Chapitre d'ouvrage hal-00566508v1

Pré-publication, Document de travail (4)

Spherical Sliced-Wasserstein Clément Bonet,Paul Berg,Nicolas Courty,François Septier,Lucas Drumetzet al. 2022 Pré-publication, Document de travail hal-03852488v1
Efficient Gradient Flows in Sliced-Wasserstein Space Clément Bonet,Nicolas Courty,François Septier,Lucas Drumetz 2022 Pré-publication, Document de travail hal-03858935v1
Sliced-Wasserstein Gradient Flows Clément Bonet,Nicolas Courty,François Septier,Lucas Drumetz 2021 Pré-publication, Document de travail hal-03426809v1
Synthèse des questions mathématiques soulevées par la mise en oeuvre de jumeaux numériques pour le suivi et le pilotage de systèmes dynamiques en entreprises. Pierre Ailliot,Anne Cuzol,Gilles Durrieu,Hélène Flourent,Emmanuel Frénodet al. 2021 Pré-publication, Document de travail hal-03167416v1

Rapport (5)

Recherche de sources NRBC dans des environnements atmosphériques complexes par méthodes de Monte-Carlo adaptatives - Applications à un quartier parisien Adrien Ickowicz,François Septier,Patrick Armand 2013 Rapport hal-00813405v1
Méthodes de Monte-Carlo adaptatives pour la caractérisation de termes sources Adrien Ickowicz,François Septier,Patrick Armand 2012 Rapport hal-00813401v1
Statistic Estimation for Particle Clouds with Lagrangian Stochastics Algorithms Adrien Ickowicz,François Septier,Patrick Armand 2011 Rapport hal-00813373v1
Source Term Estimation and Plume Tracking François Septier,Simon Godsill 2009 Rapport hal-00813341v1
Contour Tracking using Parametric Level Set Functions François Septier,Simon Godsill 2009 Rapport hal-00813338v1

Thèse (1)

Méthodes séquentielles de Monte-Carlo pour les systèmes multiporteuses en présence de distorsions de phase François Septier Electronique. Université de Valenciennes et du Hainaut-Cambrésis, 2008. Français. ⟨NNT : 2008VALE0010⟩ Thèse hal-00362094v1