François Septier

112
Documents

Publications

Publications

Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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

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
Deposit thumbnail

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

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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

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
Deposit thumbnail

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

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

A Bayesian Perspective on Multiple Source Localization in Wireless Sensor Networks

Thi Le Thu Nguyen , François Septier , Harizo Rajaona , Gareth W. Peters , Ido Nevat et al.

IEEE Transactions on Signal Processing, 2016, ⟨10.1109/TSP.2015.2505689⟩

Article dans une revue hal-01238931v1

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

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

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 Olry et 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 Pang et al.

Digital Signal Processing, 2014, 25, pp.1-16. ⟨10.1016/j.dsp.2013.11.006⟩

Article dans une revue hal-00937289v1
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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

Density-based isolation forest

Nathan Levêque , Emmanuel Frénod , Jérôme Lacaille , Audrey Poterie , François Septier et 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 Drumetz et 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
Deposit thumbnail

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

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

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

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
Deposit thumbnail

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

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

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
Deposit thumbnail

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

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 Olry et 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

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

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

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

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

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

Skew-t copula for dependence modelling of impulsive (α-stable) interference

Xin Yan , Laurent Clavier , Gareth W. Peters , Nourddine Azzaoui , François Septier et al.

IEEE International Conference on Communications (ICC), Jun 2015, London, United Kingdom

Communication dans un congrès hal-01144849v1

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

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

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

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

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

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

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

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 Olry et 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

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

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

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

MCMC-Based Tracking and Identification of Leaders in Groups

Avishy Carmi , Lyudmila Mihaylova , François Septier , Sze Kim Pang , Pini Gurfil et 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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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

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

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 Gurfil et 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