Emmanuel Duflos

Publication Activity (10 Years)

Years Active: 1998-2017
Publications (10 Years): 3

Top Topics

Particle Filter

Measurement Noise

Opportunity Cost

Top Venues

J. Mach. Learn. Res.

Publications

Marcos Eduardo Gomes Borges, Dominique Maltese, Philippe Vanheeghe, Emmanuel Duflos
A risk-based sensor management using random finite sets and POMDP. FUSION (2017)
Marcos Eduardo Gomes Borges, Dominique Maltese, Philippe Vanheeghe, Genevieve Sella, Emmanuel Duflos
Sensor Management using Expected Risk Reduction approach. FUSION (2016)
Hachem Kadri, Emmanuel Duflos, Philippe Preux, Stéphane Canu, Alain Rakotomamonjy, Julien Audiffren
Operator-valued Kernels for Learning from Functional Response Data. J. Mach. Learn. Res. 17 (2016)
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)
Hachem Kadri, Emmanuel Duflos, Philippe Preux, Stéphane Canu, Alain Rakotomamonjy, Julien Audiffren
Operator-valued Kernels for Learning from Functional Response Data. CoRR (2015)
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)
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)
Nouha Jaoua, Emmanuel Duflos, Philippe Vanheeghe, François Septier
Bayesian nonparametric state and impulsive measurement noise density estimation in nonlinear dynamic systems. ICASSP (2013)
Hachem Kadri, Asma Rabaoui, Philippe Preux, Emmanuel Duflos, Alain Rakotomamonjy
Functional Regularized Least Squares Classi cation with Operator-valued Kernels CoRR (2013)
Juliette Marais, Donnay-Fleury Nahimana, Nicolas Viandier, Emmanuel Duflos
GNSS accuracy enhancement based on pseudo range error estimation in an urban propagation environment. Expert Syst. Appl. 40 (15) (2013)
Hachem Kadri, Philippe Preux, Emmanuel Duflos, Stéphane Canu
Multiple functional regression with both discrete and continuous covariates CoRR (2013)
Saiedeh Navabzadeh Razavi, Emmanuel Duflos, Carl T. Haas, Philippe Vanheeghe
Dislocation detection in field environments: A belief functions contribution. Expert Syst. Appl. 39 (10) (2012)
Asma Rabaoui, Nicolas Viandier, Emmanuel Duflos, Juliette Marais, Philippe Vanheeghe
Dirichlet Process Mixtures for Density Estimation in Dynamic Nonlinear Modeling: Application to GPS Positioning in Urban Canyons. IEEE Trans. Signal Process. 60 (4) (2012)
Hachem Kadri, Asma Rabaoui, Philippe Preux, Emmanuel Duflos, Alain Rakotomamonjy
Functional Regularized Least Squares Classication with Operator-valued Kernels. ICML (2011)
Hachem Kadri, Emmanuel Duflos, Philippe Preux
Learning vocal tract variables with multi-task kernels. ICASSP (2011)
Emmanuel Delande, Emmanuel Duflos, Philippe Vanheeghe, Dominique Heurguier
Multi-sensor PHD: Construction and implementation by space partitioning. ICASSP (2011)
Asma Rabaoui, Nicolas Viandier, Juliette Marais, Emmanuel Duflos
On selecting the hyperparameters of the DPM models for the density estimation of observation errors. ICASSP (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)
Juliette Marais, Emmanuel Duflos, Nicolas Viandier, Donnay-Fleury Nahimana, Asma Rabaoui
Advanced signal processing techniques for multipath mitigation in land transportation environment. ITSC (2010)
Nicolas Viandier, Juliette Marais, Asma Rabaoui, Emmanuel Duflos
GNSS pseudorange error density tracking using Dirichlet Process Mixture. FUSION (2010)
Hachem Kadri, Emmanuel Duflos, Philippe Preux, Stéphane Canu, Manuel Davy
Nonlinear functional regression: a functional RKHS approach. AISTATS (2010)
Thomas Bréhard, Emmanuel Duflos, Philippe Vanheeghe, Pierre-Arnaud Coquelin
Optimal Policies Search for Sensor Management CoRR (2009)
Emmanuel Duflos, Marie De Vilmorin, Philippe Vanheeghe
Time Allocation of a Set of Radars in a Multitarget Environment CoRR (2009)
Marie De Vilmorin, Emmanuel Duflos, Philippe Vanheeghe
Radar Optimal Times Detection Allocation in Multitarget Environment. IEEE Syst. J. 3 (2) (2009)
Saiedeh Navabzadeh Razavi, Carl T. Haas, Philippe Vanheeghe, Emmanuel Duflos
Real world implementation of belief function theory to detect dislocation of materials in construction. FUSION (2009)
Donnay-Fleury Nahimana, Emmanuel Duflos, Juliette Marais
Reception state estimation of GNSS satellites in urban environment using particle filtering. FUSION (2008)
Francois Caron, Manuel Davy, Arnaud Doucet, Emmanuel Duflos, Philippe Vanheeghe
Bayesian Inference for Linear Dynamic Models With Dirichlet Process Mixtures. IEEE Trans. Signal Process. 56 (1) (2008)
Francois Caron, Branko Ristic, Emmanuel Duflos, Philippe Vanheeghe
Least committed basic belief density induced by a multivariate Gaussian: Formulation with applications. Int. J. Approx. Reason. 48 (2) (2008)
Kenko Ohta, Emmanuel Duflos, Philippe Vanheeghe, Masuzo Yanagida
Speech recognitionwith speech density estimation by the Dirichlet Process Mixture. ICASSP (2008)
Thomas Bréhard, Pierre-Arnaud Coquelin, Emmanuel Duflos, Philippe Vanheeghe
Optimal policies search for sensor management : Application to the ESA radar. FUSION (2008)
Francois Caron, Manuel Davy, Emmanuel Duflos, Philippe Vanheeghe
Particle Filtering for Multisensor Data Fusion With Switching Observation Models: Application to Land Vehicle Positioning. IEEE Trans. Signal Process. 55 (6-1) (2007)
Emmanuel Duflos, Marie De Vilmorin, Philippe Vanheeghe
Time allocation of a set of radars in a multitarget environment. FUSION (2007)
Francois Caron, Saiedeh Navabzadeh Razavi, Jongchul Song, Philippe Vanheeghe, Emmanuel Duflos, Carlos H. Caldas, Carl T. Haas
Locating sensor nodes on construction projects. Auton. Robots 22 (3) (2007)
Francois Caron, Manuel Davy, Arnaud Doucet, Emmanuel Duflos, Philippe Vanheeghe
Bayesian Inference for Dynamic Models with Dirichlet Process Mixtures. FUSION (2006)
Francois Caron, Branko Ristic, Emmanuel Duflos, Philippe Vanheeghe
Least Committed basic belief density induced by a multivariate Gaussian pdf. FUSION (2006)
Francois Caron, Emmanuel Duflos, Denis Pomorski, Philippe Vanheeghe
GPS/IMU data fusion using multisensor Kalman filtering: introduction of contextual aspects. Inf. Fusion 7 (2) (2006)
Delphine Potin, Emmanuel Duflos, Philippe Vanheeghe
Landmines Ground-Penetrating Radar Signal Enhancement by Digital Filtering. IEEE Trans. Geosci. Remote. Sens. 44 (9) (2006)
Delphine Potin, Philippe Vanheeghe, Emmanuel Duflos, Manuel Davy
An abrupt change detection algorithm for buried landmines localization. IEEE Trans. Geosci. Remote. Sens. 44 (2) (2006)
Stéphane Perrin, Emmanuel Duflos, Philippe Vanheeghe, Alain Bibaut
Multisensor fusion in the frame of evidence theory for landmines detection. IEEE Trans. Syst. Man Cybern. Part C 34 (4) (2004)
Philippe Vanheeghe, Emmanuel Duflos, P. E. Dumont, Vincent Nimier
Sensor management with respect to danger level of targets. CDC (2001)
Stéphane Perrin, Alain Bibaut, Emmanuel Duflos, Philippe Vanheeghe
Use of wavelets for ground-penetrating radar signal analysis and multisensor fusion in the frame of land mine detection. SMC (2000)
Marie De Vilmorin, Emmanuel Duflos, Philippe Vanheeghe, Michel Prenat
Optimal sensor management strategies based on the modeling of detection functions. SMC (2000)
Emmanuel Duflos, Philippe Vanheeghe, Pierre Borne
Fuzzy fusion operator for mines detection. SMC (1998)