François Septier

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 30

Top Topics

Particle Filter

Wireless Sensor Networks

Target Tracking

Top Venues

IEEE Trans. Signal Process.

Publications

Roméo Tayewo, François Septier, Ido Nevat, Gareth W. Peters
Graph Regression Model for Spatial and Temporal Environmental Data - Case of Carbon Dioxide Emissions in the United States. Entropy 25 (9) (2023)
Clément Bonet, Paul Berg, Nicolas Courty, François Septier, Lucas Drumetz, Minh-Tan Pham
Spherical Sliced-Wasserstein. ICLR (2023)
Clément Bonet, Paul Berg, Nicolas Courty, François Septier, Lucas Drumetz, Minh-Tan Pham
Spherical Sliced-Wasserstein. CoRR (2022)
Rui Min, Christelle Garnier, François Septier, John Klein
State space partitioning based on constrained spectral clustering for block particle filtering. CoRR (2022)
Victor Watson, François Septier, Patrick Armand, Christophe Duchenne
Sequential detection of a temporary change in multivariate time series. Digit. Signal Process. 127 (2022)
Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz
Efficient Gradient Flows in Sliced-Wasserstein Space. Trans. Mach. Learn. Res. 2022 (2022)
Rui Min, Christelle Garnier, François Septier, John Klein
State space partitioning based on constrained spectral clustering for block particle filtering. Signal Process. 201 (2022)
Clément Bonet, Titouan Vayer, Nicolas Courty, François Septier, Lucas Drumetz
Subspace Detours Meet Gromov-Wasserstein. Algorithms 14 (12) (2021)
Laurent Clavier, Gareth W. Peters, François Septier, Ido Nevat
Impulsive noise modeling and robust receiver design. EURASIP J. Wirel. Commun. Netw. 2021 (1) (2021)
Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz
Subspace Detours Meet Gromov-Wasserstein. CoRR (2021)
Rui Min, Christelle Garnier, François Septier, John Klein
Block Kalman Filter: An Asymptotic Block Particle Filter in the Linear Gaussian Case. ICASSP (2021)
Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz
Sliced-Wasserstein Gradient Flows. CoRR (2021)
Rui Min, Christelle Garnier, François Septier, John Klein
Parallel Block Particle Filtering. SSP (2021)
François Septier, Tomoko Matsui
A Robust High-Dimensional Bayesian Filter: THE Stochastic GH-GEnKF. CAMSAP (2019)
Ido Nevat, François Septier, Karin Avnit, Gareth W. Peters, Laurent Clavier
Joint Localization and Clock Offset Estimation via Time-Of-Arrival with Ranging Offset. EUSIPCO (2018)
Pengfei Zhang, Ido Nevat, Gareth W. Peters, François Septier, Michael A. Osborne
Spatial Field Reconstruction and Sensor Selection in Heterogeneous Sensor Networks With Stochastic Energy Harvesting. IEEE Trans. Signal Process. 66 (9) (2018)
Thong Q. Nguyen, Yves Delignon, François Septier, Anh Thu Phan Ho
Probabilistic modelling of printed dots at the microscopic scale. Signal Process. Image Commun. 62 (2018)
Roland Lamberti, François Septier, Naveed Salman, Lyudmila Mihaylova
Gradient-Based Sequential Markov Chain Monte Carlo for Multitarget Tracking With Correlated Measurements. IEEE Trans. Signal Inf. Process. over Networks 4 (3) (2018)
Roland Lamberti, Yohan Petetin, François Desbouvries, François Septier
Semi-Independent Resampling for Particle Filtering. IEEE Signal Process. Lett. 25 (1) (2018)
Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries
A Double Proposal Normalized Importance Sampling Estimator. SSP (2018)
Roland Lamberti, Yohan Petetin, François Desbouvries, François Septier
Independent Resampling Sequential Monte Carlo Algorithms. IEEE Trans. Signal Process. 65 (20) (2017)
Matthew B. Hawes, Lyudmila Mihaylova, François Septier, Simon J. Godsill
Bayesian Compressive Sensing Approaches for Direction of Arrival Estimation with Mutual Coupling Effects. CoRR (2017)
Tor André Myrvoll, Jan Erik Håkegård, Tomoko Matsui, François Septier
Counting public transport passenger using WiFi signatures of mobile devices. ITSC (2017)
Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries
Particle filters with independent resampling. ICASSP (2016)
Thi Le Thu Nguyen, François Septier, Gareth W. Peters, Yves Delignon
Efficient Sequential Monte-Carlo Samplers for Bayesian Inference. IEEE Trans. Signal Process. 64 (5) (2016)
Thi Le Thu Nguyen, François Septier, Harizo Rajaona, Gareth W. Peters, Ido Nevat, Yves Delignon
A Bayesian Perspective on Multiple Source Localization in Wireless Sensor Networks. IEEE Trans. Signal Process. 64 (7) (2016)
Avishy Y. Carmi, Lyudmila Mihaylova, François Septier
Subgradient-based Markov Chain Monte Carlo particle methods for discrete-time nonlinear filtering. Signal Process. 120 (2016)
Ido Nevat, Gareth W. Peters, Karin Avnit, François Septier, Laurent Clavier
Location of Things: Geospatial Tagging for IoT Using Time-of-Arrival. IEEE Trans. Signal Inf. Process. over Networks 2 (2) (2016)
Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries
An improved SIR-based Sequential Monte Carlo algorithm. SSP (2016)
François Septier, Gareth W. Peters
Langevin and Hamiltonian Based Sequential MCMC for Efficient Bayesian Filtering in High-Dimensional Spaces. IEEE J. Sel. Top. Signal Process. 10 (2) (2016)
Konstantin Markov, Tomoko Matsui, François Septier, Gareth W. Peters
Dynamic speech emotion recognition with state-space models. EUSIPCO (2015)
M. Oulad Ameziane, Christelle Garnier, Yves Delignon, Emmanuel Duflos, François Septier
Particle filtering with a soft detection based near-optimal importance function for visual tracking. EUSIPCO (2015)
Xin Yan, Laurent Clavier, Gareth W. Peters, Nourddine Azzaoui, François Septier, Ido Nevat
Skew-t copula for dependence modelling of impulsive (α-stable) interference. ICC (2015)
Ido Nevat, Gareth W. Peters, François Septier, Tomoko Matsui
Wind storm estimation using a heterogeneous sensor network with high and low resolution sensors. ICC (2015)
Matthew B. Hawes, Lyudmila Mihaylova, François Septier, Simon J. Godsill
A Bayesian Compressed Sensing Kalman Filter for Direction of Arrival Estimation. CoRR (2015)
Olga Isupova, Lyudmila Mihaylova, Danil Kuzin, Garik Markarian, François Septier
An expectation maximisation algorithm for behaviour analysis in video. FUSION (2015)
Ido Nevat, Gareth W. Peters, François Septier, Tomoko Matsui
Estimation of Spatially Correlated Random Fields in Heterogeneous Wireless Sensor Networks. IEEE Trans. Signal Process. 63 (10) (2015)
Thi Le Thu Nguyen, François Septier, Harizo Rajaona, Gareth W. Peters, Ido Nevat, Yves Delignon
New Perspectives on Multiple Source Localization in Wireless Sensor Networks. CoRR (2015)
Allan De Freitas, François Septier, Lyudmila Mihaylova, Simon J. Godsill
How can subsampling reduce complexity in sequential MCMC methods and deal with big data in target tracking? FUSION (2015)
Roland Lamberti, François Septier, Naveed Salman, Lyudmila Mihaylova
Sequential Markov Chain Monte Carlo for multi-target tracking with correlated RSS measurements. ISSNIP (2015)
Matthew B. Hawes, Lyudmila Mihaylova, François Septier, Simon J. Godsill
A Bayesian compressed sensing Kalman filter for direction of arrival estimation. FUSION (2015)
Thi Le Thu Nguyen, François Septier, Gareth W. Peters, Yves Delignon
Improving SMC sampler estimate by recycling all past simulated particles. SSP (2014)
Thong Q. Nguyen, Yves Delignon, Lionel Chagas, François Septier
Printer identification from micro-metric scale printing. ICASSP (2014)
Ido Nevat, Ory Eger, Gareth W. Peters, François Septier
NEPS: "Narrowband Efficient Positioning System" for delivering resource efficient GNSS receivers. ISSNIP (2014)
Lyudmila Mihaylova, Avishy Carmi, François Septier, Amadou Gning, Sze Kim Pang, Simon J. Godsill
Overview of Bayesian sequential Monte Carlo methods for group and extended object tracking. Digit. Signal Process. 25 (2014)
Gareth W. Peters, Tor André Myrvoll, Tomoko Matsui, Ido Nevat, François Septier
Communications meets copula modeling: Non-standard dependence features in wireless fading channels. GlobalSIP (2014)
Nouha Jaoua, François Septier, Emmanuel Duflos, Philippe Vanheeghe
State and impulsive time-varying measurement noise density estimation in nonlinear dynamic systems using Dirichlet Process Mixtures. ICASSP (2014)
Gareth W. Peters, Ido Nevat, Laurent Clavier, François Septier
Distributional upper bound on the interference in spatial wireless multiuser ultrawideband communication systems. ICASSP (2014)
Nouha Jaoua, Emmanuel Duflos, Philippe Vanheeghe, Laurent Clavier, François Septier
Joint estimation of state and noise parameters in a linear dynamic system with impulsive measurement noise: Application to OFDM systems. Digit. Signal Process. 35 (2014)
Thong Q. Nguyen, Yves Delignon, Lionel Chagas, François Septier
Printer technology authentication from micrometric scan of a single printed dot. Media Watermarking, Security, and Forensics (2014)
Christelle Garnier, Yves Delignon, Hassan El Ghazi, François Septier
Spreading code allocation strategy for downlink multicarrier code division multiple access transmission in a correlated Rayleigh fading channel. Wirel. Commun. Mob. Comput. 14 (6) (2014)
François Septier, Gareth W. Peters, Ido Nevat
Bayesian filtering with intractable likelihood using sequential MCMC. ICASSP (2013)
Nouha Jaoua, Emmanuel Duflos, Philippe Vanheeghe, François Septier
Bayesian nonparametric state and impulsive measurement noise density estimation in nonlinear dynamic systems. ICASSP (2013)
Thi Le Thu Nguyen, François Septier, Gareth W. Peters, Yves Delignon
Bayesian model selection and parameter estimation in penalized regression model using SMC samplers. EUSIPCO (2013)
Avishy Carmi, François Septier, Simon J. Godsill
The Gaussian mixture MCMC particle algorithm for dynamic cluster tracking. Autom. 48 (10) (2012)
Wei Gu, Gareth W. Peters, Laurent Clavier, François Septier, Ido Nevat
Receiver study for cooperative communications in convolved additive α-stable interference plus Gaussian thermal noise. ISWCS (2012)
Adrien Ickowicz, François Septier, Patrick Armand
Estimating a CBRN atmospheric release in a complex environment using Gaussian processes. FUSION (2012)
Dung Nghi Truong Cong, François Septier, Christelle Garnier, Louahdi Khoudour, Yves Delignon
Robust visual tracking via MCMC-based particle filtering. ICASSP (2012)
François Septier, Yves Delignon
MCMC sampling for joint estimation of phase distortions and transmitted symbols in OFDM systems. Digit. Signal Process. 21 (2) (2011)
Avishy Carmi, Lyudmila Mihaylova, François Septier, Sze Kim Pang, Pini Gurfil, Simon J. Godsill
MCMC-based tracking and identification of leaders in groups. ICCV Workshops (2011)
Nouha Jaoua, Emmanuel Duflos, Philippe Vanheeghe, Laurent Clavier, François Septier
Impulsive interference mitigation in ad hoc networks based on alpha-stable modeling and particle filtering. ICASSP (2011)
François Septier, Yves Delignon, Atika Menhaj-Rivenq, Christelle Garnier
Pilot-Aided Sequential Monte Carlo Estimation of Phase Distortions and Transmitted Symbols in Multicarrier Systems. J. Electr. Comput. Eng. 2010 (2010)
Hamza El Ghannudi, Laurent Clavier, Nourddine Azzaoui, François Septier, Paul-Alain Rolland
alpha-stable interference modeling and cauchy receiver for an IR-UWB Ad Hoc network. IEEE Trans. Commun. 58 (6) (2010)
Noura Dridi, Yves Delignon, Wadih Sawaya, François Septier
Blind Detection of Severely Blurred 1D Barcode. GLOBECOM (2010)
François Septier, Avishy Carmi, Simon J. Godsill
Tracking of multiple contaminant clouds. FUSION (2009)
Avishy Carmi, François Septier, Simon J. Godsill
The Gaussian mixture MCMC particle algorithm for dynamic cluster tracking. FUSION (2009)
François Septier, Yves Delignon, Atika Menhaj-Rivenq, Christelle Garnier
Monte Carlo Methods for Channel, Phase Noise, and Frequency Offset Estimation With Unknown Noise Variances in OFDM Systems. IEEE Trans. Signal Process. 56 (8-1) (2008)
François Septier, Yves Delignon, Atika Menhaj-Rivenq, Christelle Garnier
Non-Pilot-Aided Sequential Monte Carlo Method to Joint Signal, Phase Noise, and Frequency Offset Estimation in Multicarrier Systems. EURASIP J. Adv. Signal Process. 2008 (2008)
François Septier, Yves Delignon, Atika Menhaj-Rivenq, Christelle Garnier
OFDM Channel Estimation in the Presence of Phase Noise and Frequency Offset by Particle Filtering. ICASSP (3) (2007)