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2020 – today
- 2023
[j26]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): 1272 (2023)- [c36]Clément Bonet, Paul Berg, Nicolas Courty, François Septier, Lucas Drumetz, Minh-Tan Pham:
Spherical Sliced-Wasserstein. ICLR 2023 - 2022
- [j25]Victor Watson
, François Septier, Patrick Armand, Christophe Duchenne:
Sequential detection of a temporary change in multivariate time series. Digit. Signal Process. 127: 103545 (2022) - [j24]Rui Min, Christelle Garnier, François Septier, John Klein:
State space partitioning based on constrained spectral clustering for block particle filtering. Signal Process. 201: 108727 (2022) - [j23]Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz:
Efficient Gradient Flows in Sliced-Wasserstein Space. Trans. Mach. Learn. Res. 2022 (2022) - [i7]Rui Min, Christelle Garnier, François Septier, John Klein:
State space partitioning based on constrained spectral clustering for block particle filtering. CoRR abs/2203.03475 (2022) - [i6]Clément Bonet, Paul Berg, Nicolas Courty, François Septier, Lucas Drumetz, Minh-Tan Pham:
Spherical Sliced-Wasserstein. CoRR abs/2206.08780 (2022) - 2021
- [j22]Clément Bonet, Titouan Vayer, Nicolas Courty, François Septier, Lucas Drumetz:
Subspace Detours Meet Gromov-Wasserstein. Algorithms 14(12): 366 (2021) - [j21]Laurent Clavier, Gareth W. Peters, François Septier, Ido Nevat:
Impulsive noise modeling and robust receiver design. EURASIP J. Wirel. Commun. Netw. 2021(1): 13 (2021) - [c35]Rui Min, Christelle Garnier, François Septier, John Klein:
Block Kalman Filter: An Asymptotic Block Particle Filter in the Linear Gaussian Case. ICASSP 2021: 5574-5578 - [c34]Rui Min, Christelle Garnier, François Septier, John Klein:
Parallel Block Particle Filtering. SSP 2021: 86-90 - [i5]Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz:
Subspace Detours Meet Gromov-Wasserstein. CoRR abs/2110.10932 (2021) - [i4]Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz:
Sliced-Wasserstein Gradient Flows. CoRR abs/2110.10972 (2021)
2010 – 2019
- 2019
- [c33]François Septier, Tomoko Matsui:
A Robust High-Dimensional Bayesian Filter: THE Stochastic GH-GEnKF. CAMSAP 2019: 614-618 - 2018
- [j20]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: 129-138 (2018) - [j19]Roland Lamberti, Yohan Petetin, François Desbouvries, François Septier:
Semi-Independent Resampling for Particle Filtering. IEEE Signal Process. Lett. 25(1): 130-134 (2018) - [j18]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): 510-518 (2018) - [j17]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): 2245-2257 (2018) - [c32]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: 672-676 - [c31]Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries:
A Double Proposal Normalized Importance Sampling Estimator. SSP 2018: 238-242 - 2017
- [j16]Roland Lamberti, Yohan Petetin, François Desbouvries, François Septier:
Independent Resampling Sequential Monte Carlo Algorithms. IEEE Trans. Signal Process. 65(20): 5318-5333 (2017) - [c30]Tor André Myrvoll, Jan Erik Håkegård, Tomoko Matsui, François Septier:
Counting public transport passenger using WiFi signatures of mobile devices. ITSC 2017: 1-6 - [i3]Matthew B. Hawes, Lyudmila Mihaylova, François Septier, Simon J. Godsill:
Bayesian Compressive Sensing Approaches for Direction of Arrival Estimation with Mutual Coupling Effects. CoRR abs/1702.03950 (2017) - 2016
- [j15]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): 312-327 (2016) - [j14]Avishy Y. Carmi, Lyudmila Mihaylova, François Septier:
Subgradient-based Markov Chain Monte Carlo particle methods for discrete-time nonlinear filtering. Signal Process. 120: 532-536 (2016) - [j13]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): 174-185 (2016) - [j12]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): 1305-1319 (2016) - [j11]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): 1684-1699 (2016) - [c29]Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries:
Particle filters with independent resampling. ICASSP 2016: 3994-3998 - [c28]Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries:
An improved SIR-based Sequential Monte Carlo algorithm. SSP 2016: 1-5 - 2015
- [j10]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): 2597-2609 (2015) - [c27]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: 594-598 - [c26]Konstantin Markov, Tomoko Matsui, François Septier, Gareth W. Peters:
Dynamic speech emotion recognition with state-space models. EUSIPCO 2015: 2077-2081 - [c25]Olga Isupova, Lyudmila Mihaylova, Danil Kuzin, Garik Markarian, François Septier:
An expectation maximisation algorithm for behaviour analysis in video. FUSION 2015: 126-133 - [c24]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: 134-141 - [c23]Matthew B. Hawes, Lyudmila Mihaylova, François Septier, Simon J. Godsill:
A Bayesian compressed sensing Kalman filter for direction of arrival estimation. FUSION 2015: 969-975 - [c22]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: 4816-4821 - [c21]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: 4865-4870 - [c20]Roland Lamberti, François Septier, Naveed Salman, Lyudmila Mihaylova:
Sequential Markov Chain Monte Carlo for multi-target tracking with correlated RSS measurements. ISSNIP 2015: 1-6 - [i2]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 abs/1504.05837 (2015) - [i1]Matthew B. Hawes, Lyudmila Mihaylova, François Septier, Simon J. Godsill:
A Bayesian Compressed Sensing Kalman Filter for Direction of Arrival Estimation. CoRR abs/1509.06290 (2015) - 2014
- [j9]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: 1-16 (2014) - [j8]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: 21-36 (2014) - [j7]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): 659-672 (2014) - [c19]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: 1224-1228 - [c18]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: 330-334 - [c17]Gareth W. Peters, Ido Nevat, Laurent Clavier, François Septier:
Distributional upper bound on the interference in spatial wireless multiuser ultrawideband communication systems. ICASSP 2014: 5764-5768 - [c16]Thong Q. Nguyen, Yves Delignon, Lionel Chagas, François Septier:
Printer identification from micro-metric scale printing. ICASSP 2014: 6236-6239 - [c15]Ido Nevat, Ory Eger, Gareth W. Peters, François Septier:
NEPS: "Narrowband Efficient Positioning System" for delivering resource efficient GNSS receivers. ISSNIP 2014: 1-6 - [c14]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: 90280U - [c13]Thi Le Thu Nguyen, François Septier, Gareth W. Peters, Yves Delignon:
Improving SMC sampler estimate by recycling all past simulated particles. SSP 2014: 117-120 - 2013
- [c12]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: 1-5 - [c11]Nouha Jaoua, Emmanuel Duflos, Philippe Vanheeghe, François Septier:
Bayesian nonparametric state and impulsive measurement noise density estimation in nonlinear dynamic systems. ICASSP 2013: 5755-5759 - [c10]François Septier, Gareth W. Peters, Ido Nevat:
Bayesian filtering with intractable likelihood using sequential MCMC. ICASSP 2013: 6313-6317 - [p1]Avishy Y. Carmi, Lyudmila Mihaylova, François Septier, Sze Kim Pang, Pini Gurfil, Simon J. Godsill:
Inferring Leadership from Group Dynamics Using Markov Chain Monte Carlo Methods. Modeling, Simulation and Visual Analysis of Crowds 2013: 325-346 - 2012
- [j6]Avishy Carmi, François Septier, Simon J. Godsill:
The Gaussian mixture MCMC particle algorithm for dynamic cluster tracking. Autom. 48(10): 2454-2467 (2012) - [c9]Adrien Ickowicz, François Septier, Patrick Armand:
Estimating a CBRN atmospheric release in a complex environment using Gaussian processes. FUSION 2012: 1846-1853 - [c8]Dung Nghi Truong Cong, François Septier, Christelle Garnier, Louahdi Khoudour, Yves Delignon:
Robust visual tracking via MCMC-based particle filtering. ICASSP 2012: 1493-1496 - [c7]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: 451-455 - 2011
- [j5]François Septier, Yves Delignon:
MCMC sampling for joint estimation of phase distortions and transmitted symbols in OFDM systems. Digit. Signal Process. 21(2): 341-353 (2011) - [c6]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: 3548-3551 - [c5]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: 112-119 - 2010
- [j4]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: 536057:1-536057:5 (2010) - [j3]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): 1748-1757 (2010) - [c4]Noura Dridi, Yves Delignon, Wadih Sawaya, François Septier:
Blind Detection of Severely Blurred 1D Barcode. GLOBECOM 2010: 1-5
2000 – 2009
- 2009
- [c3]Avishy Carmi, François Septier, Simon J. Godsill:
The Gaussian mixture MCMC particle algorithm for dynamic cluster tracking. FUSION 2009: 1179-1186 - [c2]François Septier, Avishy Carmi, Simon J. Godsill:
Tracking of multiple contaminant clouds. FUSION 2009: 1280-1287 - 2008
- [j2]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) - [j1]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): 3613-3626 (2008) - 2007
- [c1]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: 289-292
Coauthor Index
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