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
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
Digital audio restoration
SJ Godsill, PJW Rayner
Springer, 1998
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
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
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
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
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 (10), 1-9, 2003
Improvement strategies for Monte Carlo particle filters
S Godsill, T Clapp
Sequential Monte Carlo methods in practice, 139-158, 2001
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
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
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
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