| On sequential Monte Carlo sampling methods for Bayesian filtering A Doucet, S Godsill, C Andrieu Statistics and computing 10 (3), 197-208, 2000 | 6782 | 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 | 1450 | 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 | 779 | 2004 |
| Digital audio restoration S Godsill, P Rayner, O Cappé Applications of digital signal processing to audio and acoustics, 133-194, 2002 | 605 | 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 | 544 | 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 | 393 | 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 | 384 | 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 | 278 | 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 | 229 | 2006 |
| Improvement strategies for Monte Carlo particle filters S Godsill, T Clapp Sequential Monte Carlo methods in practice, 139-158, 2001 | 227 | 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 (10), 910167, 2003 | 217 | 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 | 217 | 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 | 207 | 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 (1), 82-96, 2001 | 203 | 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 | 186 | 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 | 179 | 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 | 174 | 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 | 170 | 2016 |
| Marginal maximum a posteriori estimation using Markov chain Monte Carlo A Doucet, SJ Godsill, CP Robert Statistics and Computing 12 (1), 77-84, 2002 | 157 | 2002 |
| 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 | 154 | 2004 |
Christophe AndrieuProfessor of Statistics, University of BristolVerified email at bristol.ac.uk
