François Septier

72 papers A* 1B 1C 6Misc 9Journal 34Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Speeding Up Sequential Markov Chain Monte Carlo Methods in the Context of Large Volumes of Data From Distributed Sensor Networks. Int. J. Distributed Sens. Networks Allan De Freitas, François Septier, Lyudmila Mihaylova
2025	—	`conf`	Density-based isolation forest. SSP Nathan Levêque, Emmanuel Frénod, Jérôme Lacaille, Audrey Poterie, François Septier, Mourad Yahia-Bacha
2023	J	`jnl`	Graph Regression Model for Spatial and Temporal Environmental Data - Case of Carbon Dioxide Emissions in the United States. Entropy Roméo Tayewo, François Septier, Ido Nevat, Gareth W. Peters
2023	A*	`conf`	Spherical Sliced-Wasserstein. ICLR Clément Bonet, Paul Berg, Nicolas Courty, François Septier, Lucas Drumetz, Minh-Tan Pham
2022	J	`jnl`	Efficient Gradient Flows in Sliced-Wasserstein Space. Trans. Mach. Learn. Res. Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz
2022	J	`jnl`	Sequential detection of a temporary change in multivariate time series. Digit. Signal Process. Victor Watson, François Septier, Patrick Armand, Christophe Duchenne
2022	J	`jnl`	Spherical Sliced-Wasserstein. CoRR Clément Bonet, Paul Berg, Nicolas Courty, François Septier, Lucas Drumetz, Minh-Tan Pham
2022	J	`jnl`	State space partitioning based on constrained spectral clustering for block particle filtering. CoRR Rui Min, Christelle Garnier, François Septier, John Klein
2022	J	`jnl`	State space partitioning based on constrained spectral clustering for block particle filtering. Signal Process. Rui Min, Christelle Garnier, François Septier, John Klein
2021	Misc	`conf`	Block Kalman Filter: An Asymptotic Block Particle Filter in the Linear Gaussian Case. ICASSP Rui Min, Christelle Garnier, François Septier, John Klein
2021	J	`jnl`	Impulsive noise modeling and robust receiver design. EURASIP J. Wirel. Commun. Netw. Laurent Clavier, Gareth W. Peters, François Septier, Ido Nevat
2021	—	`conf`	Parallel Block Particle Filtering. SSP Rui Min, Christelle Garnier, François Septier, John Klein
2021	J	`jnl`	Sliced-Wasserstein Gradient Flows. CoRR Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz
2021	J	`jnl`	Subspace Detours Meet Gromov-Wasserstein. Algorithms Clément Bonet, Titouan Vayer, Nicolas Courty, François Septier, Lucas Drumetz
2021	J	`jnl`	Subspace Detours Meet Gromov-Wasserstein. CoRR Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz
2019	—	`conf`	A Robust High-Dimensional Bayesian Filter: THE Stochastic GH-GEnKF. CAMSAP François Septier, Tomoko Matsui
2018	—	`conf`	A Double Proposal Normalized Importance Sampling Estimator. SSP Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries
2018	J	`jnl`	Gradient-Based Sequential Markov Chain Monte Carlo for Multitarget Tracking With Correlated Measurements. IEEE Trans. Signal Inf. Process. over Networks Roland Lamberti, François Septier, Naveed Salman, Lyudmila Mihaylova
2018	—	`conf`	Joint Localization and Clock Offset Estimation via Time-Of-Arrival with Ranging Offset. EUSIPCO Ido Nevat, François Septier, Karin Avnit, Gareth W. Peters, Laurent Clavier
2018	J	`jnl`	Probabilistic modelling of printed dots at the microscopic scale. Signal Process. Image Commun. Thong Q. Nguyen, Yves Delignon, François Septier, Anh Thu Phan Ho
2018	J	`jnl`	Semi-Independent Resampling for Particle Filtering. IEEE Signal Process. Lett. Roland Lamberti, Yohan Petetin, François Desbouvries, François Septier
2018	J	`jnl`	Spatial Field Reconstruction and Sensor Selection in Heterogeneous Sensor Networks With Stochastic Energy Harvesting. IEEE Trans. Signal Process. Pengfei Zhang, Ido Nevat, Gareth W. Peters, François Septier, Michael A. Osborne
2017	J	`jnl`	Bayesian Compressive Sensing Approaches for Direction of Arrival Estimation with Mutual Coupling Effects. CoRR Matthew B. Hawes, Lyudmila Mihaylova, François Septier, Simon J. Godsill
2017	—	`conf`	Counting public transport passenger using WiFi signatures of mobile devices. ITSC Tor André Myrvoll, Jan Erik Håkegård, Tomoko Matsui, François Septier
2017	J	`jnl`	Independent Resampling Sequential Monte Carlo Algorithms. IEEE Trans. Signal Process. Roland Lamberti, Yohan Petetin, François Desbouvries, François Septier
2016	J	`jnl`	A Bayesian Perspective on Multiple Source Localization in Wireless Sensor Networks. IEEE Trans. Signal Process. Thi Le Thu Nguyen, François Septier, Harizo Rajaona, Gareth W. Peters, Ido Nevat, Yves Delignon
2016	—	`conf`	An improved SIR-based Sequential Monte Carlo algorithm. SSP Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries
2016	J	`jnl`	Efficient Sequential Monte-Carlo Samplers for Bayesian Inference. IEEE Trans. Signal Process. Thi Le Thu Nguyen, François Septier, Gareth W. Peters, Yves Delignon
2016	J	`jnl`	Langevin and Hamiltonian Based Sequential MCMC for Efficient Bayesian Filtering in High-Dimensional Spaces. IEEE J. Sel. Top. Signal Process. François Septier, Gareth W. Peters
2016	J	`jnl`	Location of Things: Geospatial Tagging for IoT Using Time-of-Arrival. IEEE Trans. Signal Inf. Process. over Networks Ido Nevat, Gareth W. Peters, Karin Avnit, François Septier, Laurent Clavier
2016	Misc	`conf`	Particle filters with independent resampling. ICASSP Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries
2016	J	`jnl`	Subgradient-based Markov Chain Monte Carlo particle methods for discrete-time nonlinear filtering. Signal Process. Avishy Y. Carmi, Lyudmila Mihaylova, François Septier
2015	J	`jnl`	A Bayesian Compressed Sensing Kalman Filter for Direction of Arrival Estimation. CoRR Matthew B. Hawes, Lyudmila Mihaylova, François Septier, Simon J. Godsill
2015	C	`conf`	A Bayesian compressed sensing Kalman filter for direction of arrival estimation. FUSION Matthew B. Hawes, Lyudmila Mihaylova, François Septier, Simon J. Godsill
2015	C	`conf`	An expectation maximisation algorithm for behaviour analysis in video. FUSION Olga Isupova, Lyudmila Mihaylova, Danil Kuzin, Garik Markarian, François Septier
2015	—	`conf`	Dynamic speech emotion recognition with state-space models. EUSIPCO Konstantin Markov, Tomoko Matsui, François Septier, Gareth W. Peters
2015	J	`jnl`	Estimation of Spatially Correlated Random Fields in Heterogeneous Wireless Sensor Networks. IEEE Trans. Signal Process. Ido Nevat, Gareth W. Peters, François Septier, Tomoko Matsui
2015	C	`conf`	How can subsampling reduce complexity in sequential MCMC methods and deal with big data in target tracking? FUSION Allan De Freitas, François Septier, Lyudmila Mihaylova, Simon J. Godsill
2015	J	`jnl`	New Perspectives on Multiple Source Localization in Wireless Sensor Networks. CoRR Thi Le Thu Nguyen, François Septier, Harizo Rajaona, Gareth W. Peters, Ido Nevat, Yves Delignon
2015	—	`conf`	Particle filtering with a soft detection based near-optimal importance function for visual tracking. EUSIPCO M. Oulad Ameziane, Christelle Garnier, Yves Delignon, Emmanuel Duflos, François Septier
2015	—	`conf`	Sequential Markov Chain Monte Carlo for multi-target tracking with correlated RSS measurements. ISSNIP Roland Lamberti, François Septier, Naveed Salman, Lyudmila Mihaylova
2015	—	`conf`	Skew-t copula for dependence modelling of impulsive (α-stable) interference. ICC Xin Yan, Laurent Clavier, Gareth W. Peters, Nourddine Azzaoui, François Septier, Ido Nevat
2015	—	`conf`	Wind storm estimation using a heterogeneous sensor network with high and low resolution sensors. ICC Ido Nevat, Gareth W. Peters, François Septier, Tomoko Matsui
2014	—	`conf`	Communications meets copula modeling: Non-standard dependence features in wireless fading channels. GlobalSIP Gareth W. Peters, Tor André Myrvoll, Tomoko Matsui, Ido Nevat, François Septier
2014	Misc	`conf`	Distributional upper bound on the interference in spatial wireless multiuser ultrawideband communication systems. ICASSP Gareth W. Peters, Ido Nevat, Laurent Clavier, François Septier
2014	—	`conf`	Improving SMC sampler estimate by recycling all past simulated particles. SSP Thi Le Thu Nguyen, François Septier, Gareth W. Peters, Yves Delignon
2014	J	`jnl`	Joint estimation of state and noise parameters in a linear dynamic system with impulsive measurement noise: Application to OFDM systems. Digit. Signal Process. Nouha Jaoua, Emmanuel Duflos, Philippe Vanheeghe, Laurent Clavier, François Septier
2014	—	`conf`	NEPS: "Narrowband Efficient Positioning System" for delivering resource efficient GNSS receivers. ISSNIP Ido Nevat, Ory Eger, Gareth W. Peters, François Septier
2014	J	`jnl`	Overview of Bayesian sequential Monte Carlo methods for group and extended object tracking. Digit. Signal Process. Lyudmila Mihaylova, Avishy Carmi, François Septier, Amadou Gning, Sze Kim Pang, Simon J. Godsill
2014	Misc	`conf`	Printer identification from micro-metric scale printing. ICASSP Thong Q. Nguyen, Yves Delignon, Lionel Chagas, François Septier
2014	—	`conf`	Printer technology authentication from micrometric scan of a single printed dot. Media Watermarking, Security, and Forensics Thong Q. Nguyen, Yves Delignon, Lionel Chagas, François Septier
2014	J	`jnl`	Spreading code allocation strategy for downlink multicarrier code division multiple access transmission in a correlated Rayleigh fading channel. Wirel. Commun. Mob. Comput. Christelle Garnier, Yves Delignon, Hassan El Ghazi, François Septier
2014	Misc	`conf`	State and impulsive time-varying measurement noise density estimation in nonlinear dynamic systems using Dirichlet Process Mixtures. ICASSP Nouha Jaoua, François Septier, Emmanuel Duflos, Philippe Vanheeghe
2013	Misc	`conf`	Bayesian filtering with intractable likelihood using sequential MCMC. ICASSP François Septier, Gareth W. Peters, Ido Nevat
2013	—	`conf`	Bayesian model selection and parameter estimation in penalized regression model using SMC samplers. EUSIPCO Thi Le Thu Nguyen, François Septier, Gareth W. Peters, Yves Delignon
2013	Misc	`conf`	Bayesian nonparametric state and impulsive measurement noise density estimation in nonlinear dynamic systems. ICASSP Nouha Jaoua, Emmanuel Duflos, Philippe Vanheeghe, François Septier
2013	—	`ch.`	Inferring Leadership from Group Dynamics Using Markov Chain Monte Carlo Methods. Modeling, Simulation and Visual Analysis of Crowds Avishy Y. Carmi, Lyudmila Mihaylova, François Septier, Sze Kim Pang, Pini Gurfil, Simon J. Godsill
2012	C	`conf`	Estimating a CBRN atmospheric release in a complex environment using Gaussian processes. FUSION Adrien Ickowicz, François Septier, Patrick Armand
2012	—	`conf`	Receiver study for cooperative communications in convolved additive α-stable interference plus Gaussian thermal noise. ISWCS Wei Gu, Gareth W. Peters, Laurent Clavier, François Septier, Ido Nevat
2012	Misc	`conf`	Robust visual tracking via MCMC-based particle filtering. ICASSP Dung Nghi Truong Cong, François Septier, Christelle Garnier, Louahdi Khoudour, Yves Delignon
2012	J	`jnl`	The Gaussian mixture MCMC particle algorithm for dynamic cluster tracking. Autom. Avishy Carmi, François Septier, Simon J. Godsill
2011	Misc	`conf`	Impulsive interference mitigation in ad hoc networks based on alpha-stable modeling and particle filtering. ICASSP Nouha Jaoua, Emmanuel Duflos, Philippe Vanheeghe, Laurent Clavier, François Septier
2011	J	`jnl`	MCMC sampling for joint estimation of phase distortions and transmitted symbols in OFDM systems. Digit. Signal Process. François Septier, Yves Delignon
2011	—	`conf`	MCMC-based tracking and identification of leaders in groups. ICCV Workshops Avishy Carmi, Lyudmila Mihaylova, François Septier, Sze Kim Pang, Pini Gurfil, Simon J. Godsill
2010	B	`conf`	Blind Detection of Severely Blurred 1D Barcode. GLOBECOM Noura Dridi, Yves Delignon, Wadih Sawaya, François Septier
2010	J	`jnl`	Pilot-Aided Sequential Monte Carlo Estimation of Phase Distortions and Transmitted Symbols in Multicarrier Systems. J. Electr. Comput. Eng. François Septier, Yves Delignon, Atika Menhaj-Rivenq, Christelle Garnier
2010	J	`jnl`	alpha-stable interference modeling and cauchy receiver for an IR-UWB Ad Hoc network. IEEE Trans. Commun. Hamza El Ghannudi, Laurent Clavier, Nourddine Azzaoui, François Septier, Paul-Alain Rolland
2009	C	`conf`	The Gaussian mixture MCMC particle algorithm for dynamic cluster tracking. FUSION Avishy Carmi, François Septier, Simon J. Godsill
2009	C	`conf`	Tracking of multiple contaminant clouds. FUSION François Septier, Avishy Carmi, Simon J. Godsill
2008	J	`jnl`	Monte Carlo Methods for Channel, Phase Noise, and Frequency Offset Estimation With Unknown Noise Variances in OFDM Systems. IEEE Trans. Signal Process. François Septier, Yves Delignon, Atika Menhaj-Rivenq, Christelle Garnier
2008	J	`jnl`	Non-Pilot-Aided Sequential Monte Carlo Method to Joint Signal, Phase Noise, and Frequency Offset Estimation in Multicarrier Systems. EURASIP J. Adv. Signal Process. François Septier, Yves Delignon, Atika Menhaj-Rivenq, Christelle Garnier
2007	—	`conf`	OFDM Channel Estimation in the Presence of Phase Noise and Frequency Offset by Particle Filtering. ICASSP (3) François Septier, Yves Delignon, Atika Menhaj-Rivenq, Christelle Garnier