Prof. Arnaud Doucet Profile

Prof. Arnaud Doucet

at Univ of Oxford

SPIE Involvement:

Author

Proceedings Article | 23 May 2013 Paper

A Gaussian mixture ensemble transform filter for vector observations

Santosh Nannuru, Mark Coates, Arnaud Doucet

Proceedings Volume 8745, 87450G (2013) https://doi.org/10.1117/12.2016129

KEYWORDS: Particles, Expectation maximization algorithms, Numerical simulations, Gaussian filters, Monte Carlo methods, Systems modeling, Neptunium, Dynamical systems, Radon, Chlorine

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Proceedings Article | 19 May 2006 Paper

Fixed-lag sequential Monte Carlo data association

Mark Briers, Arnaud Doucet, Simon Maskell, Paul Horridge

Proceedings Volume 6236, 62360S (2006) https://doi.org/10.1117/12.665684

KEYWORDS: Monte Carlo methods, Detection and tracking algorithms, Particles, Manganese, Target detection, Stochastic processes, Particle filters, Computer simulations, Sensors, Algorithm development

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Proceedings Article | 9 August 2004 Paper

Probability hypothesis density filter versus multiple hypothesis tracking

Kusha Panta, Ba-Ngu Vo, Sumeetpal Singh, Arnaud Doucet

Proceedings Volume 5429, (2004) https://doi.org/10.1117/12.543357

KEYWORDS: Electronic filtering, Filtering (signal processing), Digital filtering, Particles, Target detection, Particle filters, Nonlinear filtering, Optimal filtering, Detection and tracking algorithms, Monte Carlo methods

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Proceedings Article | 25 August 2003 Paper

Particle filter for tracking linear Gaussian target with nonlinear observations

Augustine Ooi, Arnaud Doucet, Ba-Ngu Vo, Branko Ristic

Proceedings Volume 5096, (2003) https://doi.org/10.1117/12.487496

KEYWORDS: Particles, Detection and tracking algorithms, Signal to noise ratio, Sensors, Particle filters, Tin, Digital filtering, Computer simulations, Data modeling, Target recognition

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Proceedings Article | 4 October 1999 Paper

Sequential Monte Carlo for maneuvering target tracking in clutter

Neil Gordon, Arnaud Doucet

Proceedings Volume 3809, (1999) https://doi.org/10.1117/12.364045

KEYWORDS: Monte Carlo methods, Filtering (signal processing), Target detection, Expectation maximization algorithms, Detection and tracking algorithms, Particles, Signal processing, Electronic filtering, Computer simulations, Time metrology

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Proceedings Article | 4 October 1999 Paper

Simulation-based optimal filter for maneuvering target tracking

Arnaud Doucet, Neil Gordon

Proceedings Volume 3809, (1999) https://doi.org/10.1117/12.364025

KEYWORDS: Monte Carlo methods, Particles, Filtering (signal processing), Detection and tracking algorithms, Signal processing, Expectation maximization algorithms, Particle filters, Electronic filtering, Optimal filtering, Computer simulations

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Proceedings Article | 22 September 1998 Paper

Efficient simulated annealing algorithms for Bayesian parameter estimation

Christophe Andrieu, Arnaud Doucet

Proceedings Volume 3459, (1998) https://doi.org/10.1117/12.323808

KEYWORDS: Algorithms, Optimization (mathematics), Expectation maximization algorithms, Technetium, Signal processing, Error analysis, Data modeling, Transition metals, Nickel, Detection and tracking algorithms

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Proceedings Article | 22 September 1998 Paper

Reversible jump Markov chain Monte Carlo for Bayesian deconvolution of point sources

Guillaume Stawinski, Arnaud Doucet, Patrick Duvaut

Proceedings Volume 3459, (1998) https://doi.org/10.1117/12.323798

KEYWORDS: Monte Carlo methods, Deconvolution, Data modeling, Bayesian inference, Point spread functions, Algorithm development, Convolution, Expectation maximization algorithms, Nuclear imaging, Cameras

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Showing 5 of 8 publications

Conference Committee Involvement (2)

Noise in Communication Systems

24 May 2005 | Austin, Texas, United States

Noise in Communication

26 May 2004 | Maspalomas, Gran Canaria Island, Spain

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