François Septier

Orcid: 0000-0001-5931-6091

According to our database1, François Septier authored at least 66 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Graph Regression Model for Spatial and Temporal Environmental Data - Case of Carbon Dioxide Emissions in the United States.
Entropy, September, 2023

Spherical Sliced-Wasserstein.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Efficient Gradient Flows in Sliced-Wasserstein Space.
Trans. Mach. Learn. Res., 2022

State space partitioning based on constrained spectral clustering for block particle filtering.
Signal Process., 2022

Sequential detection of a temporary change in multivariate time series.
Digit. Signal Process., 2022

2021
Impulsive noise modeling and robust receiver design.
EURASIP J. Wirel. Commun. Netw., 2021

Sliced-Wasserstein Gradient Flows.
CoRR, 2021

Subspace Detours Meet Gromov-Wasserstein.
CoRR, 2021

Subspace Detours Meet Gromov-Wasserstein.
Algorithms, 2021

Parallel Block Particle Filtering.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Block Kalman Filter: An Asymptotic Block Particle Filter in the Linear Gaussian Case.
Proceedings of the IEEE International Conference on Acoustics, 2021

2019
A Robust High-Dimensional Bayesian Filter: THE Stochastic GH-GEnKF.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018
Spatial Field Reconstruction and Sensor Selection in Heterogeneous Sensor Networks With Stochastic Energy Harvesting.
IEEE Trans. Signal Process., 2018

Gradient-Based Sequential Markov Chain Monte Carlo for Multitarget Tracking With Correlated Measurements.
IEEE Trans. Signal Inf. Process. over Networks, 2018

Semi-Independent Resampling for Particle Filtering.
IEEE Signal Process. Lett., 2018

Probabilistic modelling of printed dots at the microscopic scale.
Signal Process. Image Commun., 2018

A Double Proposal Normalized Importance Sampling Estimator.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Joint Localization and Clock Offset Estimation via Time-Of-Arrival with Ranging Offset.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Independent Resampling Sequential Monte Carlo Algorithms.
IEEE Trans. Signal Process., 2017

Bayesian Compressive Sensing Approaches for Direction of Arrival Estimation with Mutual Coupling Effects.
CoRR, 2017

Counting public transport passenger using WiFi signatures of mobile devices.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

2016
A Bayesian Perspective on Multiple Source Localization in Wireless Sensor Networks.
IEEE Trans. Signal Process., 2016

Efficient Sequential Monte-Carlo Samplers for Bayesian Inference.
IEEE Trans. Signal Process., 2016

Location of Things: Geospatial Tagging for IoT Using Time-of-Arrival.
IEEE Trans. Signal Inf. Process. over Networks, 2016

Subgradient-based Markov Chain Monte Carlo particle methods for discrete-time nonlinear filtering.
Signal Process., 2016

Langevin and Hamiltonian Based Sequential MCMC for Efficient Bayesian Filtering in High-Dimensional Spaces.
IEEE J. Sel. Top. Signal Process., 2016

An improved SIR-based Sequential Monte Carlo algorithm.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Particle filters with independent resampling.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Estimation of Spatially Correlated Random Fields in Heterogeneous Wireless Sensor Networks.
IEEE Trans. Signal Process., 2015

New Perspectives on Multiple Source Localization in Wireless Sensor Networks.
CoRR, 2015

Sequential Markov Chain Monte Carlo for multi-target tracking with correlated RSS measurements.
Proceedings of the Tenth IEEE International Conference on Intelligent Sensors, 2015

Skew-t copula for dependence modelling of impulsive (α-stable) interference.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Wind storm estimation using a heterogeneous sensor network with high and low resolution sensors.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

An expectation maximisation algorithm for behaviour analysis in video.
Proceedings of the 18th International Conference on Information Fusion, 2015

A Bayesian compressed sensing Kalman filter for direction of arrival estimation.
Proceedings of the 18th International Conference on Information Fusion, 2015

How can subsampling reduce complexity in sequential MCMC methods and deal with big data in target tracking?
Proceedings of the 18th International Conference on Information Fusion, 2015

Dynamic speech emotion recognition with state-space models.
Proceedings of the 23rd European Signal Processing Conference, 2015

Particle filtering with a soft detection based near-optimal importance function for visual tracking.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Spreading code allocation strategy for downlink multicarrier code division multiple access transmission in a correlated Rayleigh fading channel.
Wirel. Commun. Mob. Comput., 2014

Overview of Bayesian sequential Monte Carlo methods for group and extended object tracking.
Digit. Signal Process., 2014

Joint estimation of state and noise parameters in a linear dynamic system with impulsive measurement noise: Application to OFDM systems.
Digit. Signal Process., 2014

Improving SMC sampler estimate by recycling all past simulated particles.
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

Printer technology authentication from micrometric scan of a single printed dot.
Proceedings of the Media Watermarking, 2014

NEPS: "Narrowband Efficient Positioning System" for delivering resource efficient GNSS receivers.
Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014

Distributional upper bound on the interference in spatial wireless multiuser ultrawideband communication systems.
Proceedings of the IEEE International Conference on Acoustics, 2014

Printer identification from micro-metric scale printing.
Proceedings of the IEEE International Conference on Acoustics, 2014

State and impulsive time-varying measurement noise density estimation in nonlinear dynamic systems using Dirichlet Process Mixtures.
Proceedings of the IEEE International Conference on Acoustics, 2014

Communications meets copula modeling: Non-standard dependence features in wireless fading channels.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013
Bayesian filtering with intractable likelihood using sequential MCMC.
Proceedings of the IEEE International Conference on Acoustics, 2013

Bayesian nonparametric state and impulsive measurement noise density estimation in nonlinear dynamic systems.
Proceedings of the IEEE International Conference on Acoustics, 2013

Bayesian model selection and parameter estimation in penalized regression model using SMC samplers.
Proceedings of the 21st European Signal Processing Conference, 2013

Inferring Leadership from Group Dynamics Using Markov Chain Monte Carlo Methods.
Proceedings of the Modeling, Simulation and Visual Analysis of Crowds, 2013

2012
The Gaussian mixture MCMC particle algorithm for dynamic cluster tracking.
Autom., 2012

Receiver study for cooperative communications in convolved additive α-stable interference plus Gaussian thermal noise.
Proceedings of the 2012 International Symposium on Wireless Communication Systems (ISWCS), 2012

Robust visual tracking via MCMC-based particle filtering.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Estimating a CBRN atmospheric release in a complex environment using Gaussian processes.
Proceedings of the 15th International Conference on Information Fusion, 2012

2011
MCMC sampling for joint estimation of phase distortions and transmitted symbols in OFDM systems.
Digit. Signal Process., 2011

MCMC-based tracking and identification of leaders in groups.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Impulsive interference mitigation in ad hoc networks based on alpha-stable modeling and particle filtering.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
alpha-stable interference modeling and cauchy receiver for an IR-UWB Ad Hoc network.
IEEE Trans. Commun., 2010

Pilot-Aided Sequential Monte Carlo Estimation of Phase Distortions and Transmitted Symbols in Multicarrier Systems.
J. Electr. Comput. Eng., 2010

Blind Detection of Severely Blurred 1D Barcode.
Proceedings of the Global Communications Conference, 2010

2009
Tracking of multiple contaminant clouds.
Proceedings of the 12th International Conference on Information Fusion, 2009

2008
Monte Carlo Methods for Channel, Phase Noise, and Frequency Offset Estimation With Unknown Noise Variances in OFDM Systems.
IEEE Trans. Signal Process., 2008

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

2007
OFDM Channel Estimation in the Presence of Phase Noise and Frequency Offset by Particle Filtering.
Proceedings of the IEEE International Conference on Acoustics, 2007


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