Simon Godsill
Simon Godsill
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On sequential Monte Carlo sampling methods for Bayesian filtering
A Doucet, S Godsill, C Andrieu
Statistics and computing 10, 197-208, 2000
An overview of existing methods and recent advances in sequential Monte Carlo
O Cappé, SJ Godsill, E Moulines
Proceedings of the IEEE 95 (5), 899-924, 2007
Monte Carlo smoothing for nonlinear time series
SJ Godsill, A Doucet, M West
Journal of the american statistical association 99 (465), 156-168, 2004
Digital audio restoration
S Godsill, P Rayner, O Cappé
Applications of digital signal processing to audio and acoustics, 133-194, 2002
Monte Carlo filtering for multi target tracking and data association
J Vermaak, SJ Godsill, P Perez
IEEE Transactions on Aerospace and Electronic systems 41 (1), 309-332, 2005
On the relationship between Markov chain Monte Carlo methods for model uncertainty
SJ Godsill
Journal of computational and graphical statistics 10 (2), 230-248, 2001
Poisson models for extended target and group tracking
K Gilholm, S Godsill, S Maskell, D Salmond
Signal and Data Processing of Small Targets 2005 5913, 230-241, 2005
Overview of Bayesian sequential Monte Carlo methods for group and extended object tracking
L Mihaylova, AY Carmi, F Septier, A Gning, SK Pang, S Godsill
Digital Signal Processing 25, 1-16, 2014
A Bayesian approach for blind separation of sparse sources
C Fevotte, SJ Godsill
IEEE Transactions on Audio, Speech, and Language Processing 14 (6), 2174-2188, 2006
Improvement strategies for Monte Carlo particle filters
S Godsill, T Clapp
Sequential Monte Carlo methods in practice, 139-158, 2001
Efficient alternatives to the Ephraim and Malah suppression rule for audio signal enhancement
PJ Wolfe, SJ Godsill
EURASIP Journal on Advances in Signal Processing 2003, 1-9, 2003
Particle methods for Bayesian modeling and enhancement of speech signals
J Vermaak, C Andrieu, A Doucet, SJ Godsill
IEEE Transactions on Speech and Audio Processing 10 (3), 173-185, 2002
Bayesian extensions to non-negative matrix factorisation for audio signal modelling
T Virtanen, AT Cemgil, S Godsill
2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008
Maximum a posteriori sequence estimation using Monte Carlo particle filters
S Godsill, A Doucet, M West
Annals of the Institute of Statistical Mathematics 53, 82-96, 2001
Monte Carlo smoothing with application to audio signal enhancement
W Fong, SJ Godsill, A Doucet, M West
IEEE transactions on signal processing 50 (2), 438-449, 2002
Detection of abrupt spectral changes using support vector machines an application to audio signal segmentation
M Davy, S Godsill
2002 IEEE International Conference on Acoustics, Speech, and Signal …, 2002
Auxiliary particle implementation of probability hypothesis density filter
N Whiteley, S Singh, S Godsill
IEEE Transactions on Aerospace and Electronic Systems 46 (3), 1437-1454, 2010
Multiband image fusion based on spectral unmixing
Q Wei, J Bioucas-Dias, N Dobigeon, JY Tourneret, M Chen, S Godsill
IEEE Transactions on Geoscience and Remote Sensing 54 (12), 7236-7249, 2016
Bayesian variable selection and regularization for time–frequency surface estimation
PJ Wolfe, SJ Godsill, WJ Ng
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2004
Marginal maximum a posteriori estimation using Markov chain Monte Carlo
A Doucet, SJ Godsill, CP Robert
Statistics and Computing 12 (1), 77-84, 2002
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