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1

Marginalized particle PHD filters for multiple object Bayesian filtering

Petetin, Yohan, Morelande, Mark, Desbouvries, Francois

Journal:

IEEE Transactions on Aerospace and Electronic Systems

Year:

2014

Language:

english

File:

PDF, 680 KB

english, 2014

2

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Optimal SIR algorithm vs. fully adapted auxiliary particle filter: A matter of conditional independence

Desbouvries, Francois, Petetin, Yohan, Monfrini, Emmanuel

Year:

2011

Language:

english

File:

PDF, 273 KB

english, 2011

3

[IEEE 2014 IEEE 24th International Workshop on Machine Learning for Signal Processing (MLSP) - Reims, France (2014.9.21-2014.9.24)] 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Exact Bayesian estimation in constrained Triplet Markov Chains

Petetin, Yohan, Desbouvries, Francois

Year:

2014

Language:

english

File:

PDF, 144 KB

english, 2014

4

Kalman filtering in pairwise Markov trees

François Desbouvries, Jean Lecomte, Wojciech Pieczynski

Journal:

Signal Processing

Year:

2006

Language:

english

File:

PDF, 203 KB

english, 2006

5

Direct, prediction- and smoothing-based Kalman and particle filter algorithms

François Desbouvries, Yohan Petetin, Boujemaa Ait-El-Fquih

Journal:

Signal Processing

Year:

2011

Language:

english

File:

PDF, 477 KB

english, 2011

6

Modèles de Markov Triplet et filtrage de Kalman

François Desbouvries, Wojciech Pieczynski

Journal:

Comptes Rendus Mathematique

Year:

2003

Language:

french

File:

PDF, 91 KB

french, 2003

7

Exact Bayesian Prediction in a Class of Markov-switching Models

Noémie Bardel, François Desbouvries

Journal:

Methodology and Computing in Applied Probability

Year:

2012

Language:

english

File:

PDF, 329 KB

english, 2012

8

Fixed-Interval Kalman Smoothing Algorithms in Singular State–Space Systems

Boujemaa Ait-El-Fquih, François Desbouvries

Journal:

Journal of Signal Processing Systems

Year:

2011

Language:

english

File:

PDF, 372 KB

english, 2011

9

Displacement Structures of Covariance Matrices, Lossless Systems, and Numerical Algorithm Design

Regalia, Phillip A., Desbouvries, François

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

1995

Language:

english

File:

PDF, 2.83 MB

english, 1995

10

[IEEE 2010 IEEE Radar Conference - Arlington, VA, USA (2010.05.10-2010.05.14)] 2010 IEEE Radar Conference - A Bayesian filtering algorithm in jump Markov systems with application to track-before-detect

Bardel, Noemie, Abbassi, Noufel, Desbouvries, Francois, Pieczynski, Wojciech, Barbaresco, Frederic

Year:

2010

Language:

english

File:

PDF, 718 KB

english, 2010

11

[IEEE 2012 11th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA) - Montreal, QC, Canada (2012.07.2-2012.07.5)] 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) - A mixed GM/SMC implementation of the probability hypothesis density filter

Petetin, Yohan, Desbouvries, Francois

Year:

2012

Language:

english

File:

PDF, 279 KB

english, 2012

12

[IEEE 2012 11th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA) - Montreal, QC, Canada (2012.07.2-2012.07.5)] 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) - A semi-exact sequential Monte Carlo filtering algorithm in Hidden Markov Chains

Petetin, Yohan, Desbouvries, Francois

Year:

2012

Language:

english

File:

PDF, 151 KB

english, 2012

13

[IEEE 2011 IEEE Statistical Signal Processing Workshop (SSP) - Nice, France (2011.06.28-2011.06.30)] 2011 IEEE Statistical Signal Processing Workshop (SSP) - A non asymptotical analysis of the optimal SIR algorithm vs. the fully adapted auxiliary particle filter

Desbouvries, Francois, Petetin, Yohan, Monfrini, Emmanuel

Year:

2011

Language:

english

File:

PDF, 282 KB

english, 2011

14

[IEEE 2012 11th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA) - Montreal, QC, Canada (2012.07.2-2012.07.5)] 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) - Marginalized PHD Filters for multi-target filtering

Petetin, Yohan, Desbouvries, Francois

Year:

2012

Language:

english

File:

PDF, 317 KB

english, 2012

15

[IEEE 2011 IEEE Statistical Signal Processing Workshop (SSP) - Nice, France (2011.06.28-2011.06.30)] 2011 IEEE Statistical Signal Processing Workshop (SSP) - A particle smoothing implementation of the fully-adapted auxiliary particle filter: An alternative to auxiliary particle filters

Petetin, Yohan, Desbouvries, Francois

Year:

2011

Language:

english

File:

PDF, 296 KB

english, 2011

16

[IEEE 2008 IEEE Workshop on Machine Learning for Signal Processing (MLSP) (Formerly known as NNSP) - Cancun, Mexico (2008.10.16-2008.10.19)] 2008 IEEE Workshop on Machine Learning for Signal Processing - Direct versus prediction-based Particle Filter algorithms

Desbouvries, Francois, Ait-El-Fquih, Boujemaa

Year:

2008

Language:

english

File:

PDF, 1.19 MB

english, 2008

17

[IEEE 2012 11th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA) - Montreal, QC, Canada (2012.07.2-2012.07.5)] 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) - Further Rao-Blackwellizing an already Rao-Blackwellized algorithm for Jump Markov State Space Systems

Petetin, Yohan, Desbouvries, Francois

Year:

2012

Language:

english

File:

PDF, 158 KB

english, 2012

18

[IEEE 2006 IEEE Nonlinear Statistical Signal Processing Workshop - Cambridge, UK (2006.09.13-2006.09.15)] 2006 IEEE Nonlinear Statistical Signal Processing Workshop - Exact and Approximate Bayesian Smoothing Algorithms in Partially Observed Markov Chains

Ait-el-Fquih, Boujemaa, Desbouvries, Francois

Year:

2006

Language:

english

File:

PDF, 2.38 MB

english, 2006

19

On Bayesian Fixed-Interval Smoothing Algorithms

Ait-El-Fquih, Boujemaa, Desbouvries, FranÇois

Journal:

IEEE Transactions on Automatic Control

Year:

2008

Language:

english

File:

PDF, 260 KB

english, 2008

20

A Class of Fast Exact Bayesian Filters in Dynamical Models With Jumps

Petetin, Yohan, Desbouvries, Francois

Journal:

IEEE Transactions on Signal Processing

Year:

2014

Language:

english

File:

PDF, 3.99 MB

english, 2014

21

Bayesian Multi-Object Filtering for Pairwise Markov Chains

Petetin, Yohan, Desbouvries, Francois

Journal:

IEEE Transactions on Signal Processing

Year:

2013

Language:

english

File:

PDF, 3.07 MB

english, 2013

22

[IEEE ICASSP 2008 - 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Las Vegas, NV, USA (2008.03.31-2008.04.4)] 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - A new Particle Filtering algorithm with structurally optimal importance function

Ait-El-Fquih, Boujemaa, Desbouvries, Francois

Year:

2008

Language:

english

File:

PDF, 136 KB

english, 2008

23

[IEEE ICASSP 2008 - 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Las Vegas, NV, USA (2008.03.31-2008.04.4)] 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - A fixed-lag particle smoothing algorithm for the blind turbo equalization of time-varying channels

Gaspar Guimaraes, Alberto, El Fquih, Boujemaa Ait, Desbouvries, Francois

Year:

2008

Language:

english

File:

PDF, 146 KB

english, 2008

24

A fixed-lag particle smoother for blind SISO equalization of time-varying channels

Guimaraes, Alberto, Ait-El-Fquih, Boujemaa, Desbouvries, Francois

Journal:

IEEE Transactions on Wireless Communications

Year:

2010

Language:

english

File:

PDF, 236 KB

english, 2010

25

Bayesian Conditional Monte Carlo Algorithms for Nonlinear Time-Series State Estimation

Petetin, Yohan, Desbouvries, Francois

Journal:

IEEE Transactions on Signal Processing

Year:

2015

Language:

english

File:

PDF, 3.95 MB

english, 2015

26

[IEEE (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005. - Philadelphia, Pennsylvania, USA (March 18-23, 2005)] Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005. - Kalman Filtering for Triplet Markov Chains : Applications and Extensions

Boujemaa Ait_El_Fquih,, Francois Desbouvries,

Year:

2005

Language:

english

File:

PDF, 302 KB

english, 2005

27

[IEEE 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Shanghai (2016.3.20-2016.3.25)] 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Particle filters with independent resampling

Lamberti, Roland, Petetin, Yohan, Septier, Francois, Desbouvries, Francois

Year:

2016

Language:

english

File:

PDF, 229 KB

english, 2016

28

[IEEE 2016 IEEE Statistical Signal Processing Workshop (SSP) - Palma de Mallorca, Spain (2016.6.26-2016.6.29)] 2016 IEEE Statistical Signal Processing Workshop (SSP) - An improved SIR-based Sequential Monte Carlo algorithm

Lamberti, Roland, Petetin, Yohan, Septier, Francois, Desbouvries, Francois

Year:

2016

Language:

english

File:

PDF, 122 KB

english, 2016

29

Independent Resampling Sequential Monte Carlo Algorithms

Lamberti, Roland, Petetin, Yohan, Desbouvries, Francois, Septier, Francois

Journal:

IEEE Transactions on Signal Processing

Year:

2017

Language:

english

File:

PDF, 328 KB

english, 2017

30

Semi-Independent Resampling for Particle Filtering

Lamberti, Roland, Petetin, Yohan, Desbouvries, Francois, Septier, Francois

Journal:

IEEE Signal Processing Letters

Year:

2018

Language:

english

File:

PDF, 426 KB

english, 2018

31

[IEEE 2018 IEEE Statistical Signal Processing Workshop (SSP) - Freiburg im Breisgau, Germany (2018.6.10-2018.6.13)] 2018 IEEE Statistical Signal Processing Workshop (SSP) - A Double Proposal Normalized Importance Sampling Estimator

Lamberti, Roland, Petetin, Yohan, Septier, Francois, Desbouvries, Francois

Year:

2018

File:

PDF, 8 KB

2018

32

[IEEE 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) - Boca Raton, FL, USA (2019.12.16-2019.12.19)] 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) - Comparing the Modeling Powers of RNN and HMM

Salaun, Achille, Petetin, Yohan, Desbouvries, Francois

Year:

2019

Language:

english

File:

PDF, 767 KB

english, 2019