| 2025 | FUSION | Dynamics-Informed Gaussian Process Models in Stone Soup. | Chloe Chung, Fred Lydeard, Simon J. Godsill |
| 2025 | FUSION | PiVoT: Poisson Measurements-Based Variational Multi-Object Detection and Tracking. | Runze Gan, Qing Li, James R. Hopgood, Mike E. Davies, Simon J. Godsill |
| 2025 | FUSION | Efficient Parameter Inference for Lvy State Space Models Through GPU-Accelerated Particle MCMC. | Tim Hargreaves, Bill Z. Lin, Simon J. Godsill, Hong Ge |
| 2024 | FUSION | Implementation of Non-Gaussian Motion Models Within Stone Soup. | Zhen Yuen Chong, Henry Pritchett, Qing Li, Runze Gan, Yaman Kindap, Simon J. Godsill |
| 2024 | FUSION | Bimodal Multi-Object Localisation, Siteswap Inference, and Analysis for Competitive Juggling. | James M. Cozens, Simon J. Godsill |
| 2024 | FUSION | Decentralised Gradient-based Variational Inference for Multi-sensor Fusion and Tracking in Clutter. | Qing Li, Runze Gan, Simon J. Godsill |
| 2024 | FUSION | Inference for Non-Gaussian Dynamical Models with Time-varying Skew. | Zixin Liu, Zachary Tiller, Simon J. Godsill |
| 2024 | ICASSP | Reversible Jump Markov Chain Monte Carlo for Pulse Fitting. | Fred Goodyer, Bashar I. Ahmad, Simon J. Godsill |
| 2023 | FUSION | Flexible Multi-Target Tracking with Track Management Using Dirichlet and Gaussian Processes. | Fred Goodyer, Bashar I. Ahmad, Simon J. Godsill |
| 2023 | FUSION | Inference for Variance-Gamma Driven Stochastic Systems. | Joseph Johnson, Yaman Kindap, Simon J. Godsill |
| 2023 | FUSION | A Scalable Rao-Blackwellised Sequential MCMC Sampler for Joint Detection and Tracking in Clutter. | Qing Li, Runze Gan, Simon J. Godsill |
| 2023 | ICASSP | GaPP: Multi-Target Tracking with Gaussian Processes. | Fred Goodyer, Bashar I. Ahmad, Simon J. Godsill |
| 2022 | FUSION | A Variational Bayes Association-based Multi-object Tracker under the Non-homogeneous Poisson Measurement Process. | Runze Gan, Qing Li, Simon J. Godsill |
| 2022 | FUSION | UAV-enabled Edge Computing for Optimal Task Distribution in Target Tracking. | Shidrokh Goudarzi, Wenwu Wang, Pei Xiao, Lyudmila Mihaylova, Simon J. Godsill |
| 2022 | ICASSP | Sequential MCMC Methods for Audio Signal Enhancement. | Rubn M. Clavera, Simon J. Godsill |
| 2022 | ICASSP | Conditionally Factorized Variational Bayes with Importance Sampling. | Runze Gan, Simon J. Godsill |
| 2022 | ICASSP | Scalable Data Association and Multi-Target Tracking Under a Poisson Mixture Measurement Process. | Qing Li, Jiaming Liang, Simon J. Godsill |
| 2022 | ICASSP | Audio-Visual Tracking of Multiple Speakers Via a PMBM Filter. | Jinzheng Zhao, Peipei Wu, Xubo Liu, Yong Xu, Lyudmila Mihaylova, Simon J. Godsill, Wenwu Wang |
| 2021 | ICASSP | Variational Parameter Learning in Sequential State-Space Model Via Particle Filtering. | Chenhao Li, Simon J. Godsill |
| 2020 | FUSION | Optimum Kernel Particle Filter for Asymmetric Laplace Noise in Multivariate Models. | Ulrika Andersson, Simon J. Godsill |
| 2020 | FUSION | $\alpha$ -Stable Lvy State-space Models for Manoeuvring Object Tracking. | Runze Gan, Simon J. Godsill |
| 2020 | FUSION | A New Leader-follower Model for Bayesian Tracking. | Qing Li, Simon J. Godsill |
| 2020 | ICASSP | Optimum Kernel Particle Filter for Asymmetric Laplace Noise. | Ulrika Andersson, Simon J. Godsill |
| 2020 | ICASSP | Inferring Dynamic Group Leadership Using Sequential Bayesian Methods. | Qing Li, Simon J. Godsill, Jiaming Liang, Bashar I. Ahmad |
| 2019 | ACSSC | The Lvy State Space Model. | Simon J. Godsill, Marina Riabiz, Ioannis Kontoyiannis |
| 2019 | FUSION | Unsupervised Bayesian Estimation and Tracking of Time-Varying Convolutive Multichannel Systems. | Herbert Buchner, Karim Helwani, Simon J. Godsill |
| 2019 | ICASSP | A Bayesian Framework for Intent Prediction in Object Tracking. | Bashar I. Ahmad, Patrick M. Langdon, Simon J. Godsill |
| 2019 | ICASSP | Blind Signal Processing for Time-varying Convolutive Mixing Systems Based on Sequence Estimation on Partly Smooth Manifolds. | Herbert Buchner, Karim Helwani, Simon J. Godsill |
| 2019 | ICASSP | Particle Filtering: the First 25 Years and beyond. | Simon J. Godsill |
| 2019 | ICASSP | Bayesian Fusion of Asynchronous Inertial, Speed and Position Data for Object Tracking. | Jiaming Liang, Simon J. Godsill |
| 2018 | FUSION | A Meta-Tracking Approach for Predicting the Driver or Passenger Intent. | Bashar I. Ahmad, Patrick M. Langdon, Simon J. Godsill |
| 2018 | FUSION | A Particle Filter Localisation System for Indoor Track Cycling Using an Intrinsic Coordinate Model. | Jiaming Liang, Simon J. Godsill |
| 2018 | HCI | Stabilising Touch Interactions in Cockpits, Aerospace, and Vibrating Environments. | Bashar I. Ahmad, Patrick M. Langdon, Simon J. Godsill |
| 2018 | ICASSP | Sequential Inference Methods for Non-Homogeneous Poisson Processes with State-Space Prior. | Chenhao Li, Simon J. Godsill |
| 2018 | ICASSP | Particle Filtering and Inference for Limit Order Books in High Frequency Finance. | Pinzhang Wang, Lin Li, Simon J. Godsill |
| 2018 | ISIT | Sharp Gaussian Approximation Bounds for Linear Systems with $\alpha$ -stable Noise. | Marina Riabiz, Tohid Ardeshiri, Ioannis Kontoyiannis, Simon J. Godsill |
| 2017 | FUSION | Modelling received signal strength from on-vehicle BLE beacons using skewed distributions: A preliminary study. | Bashar I. Ahmad, Tohid Ardeshiri, Pat Langdon, Simon J. Godsill, Thomas Popham |
| 2017 | FUSION | Gaussian flow sigma point filter for nonlinear Gaussian state-space models. | Henri Nurminen, Robert Pich, Simon J. Godsill |
| 2017 | ICASSP | Efficient bridging-based destination inference in object tracking. | Tohid Ardeshiri, Bashar I. Ahmad, Patrick M. Langdon, Simon J. Godsill |
| 2017 | ICASSP | Efficient adaptive filtering in compressive domains for sparse systems and relation to transform-domain adaptive filtering. | Herbert Buchner, Karim Helwani, Bashar I. Ahmad, Simon J. Godsill |
| 2017 | ICASSP | Approximate simulation of linear continuous time models driven by asymmetric stable Lvy processes. | Marina Riabiz, Simon J. Godsill |
| 2016 | FUSION | Annealed MCMC for Bayesian learning of linear Gaussian state space models with changepoints. | Pete Bunch, James K. Murphy, Simon J. Godsill |
| 2016 | FUSION | Sequential sparse system estimation for linear systems with nonlinear observations. | James K. Murphy, Simon J. Godsill |
| 2016 | FUSION | Sparse structure inference for group and network tracking. | James K. Murphy, Emre zkan, Pete Bunch, Simon J. Godsill |
| 2016 | FUSION | Rao-Blackwellised particle filter for star-convex extended target tracking models. | Emre zkan, Niklas Wahlstrom, Simon J. Godsill |
| 2016 | FUSION | High-resolution hyperspectral image fusion based on spectral unmixing. | Qi Wei, Simon J. Godsill, Jos M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret |
| 2016 | HCI | Predictive Pointing from Automotive to Inclusive Design. | Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Simon J. Godsill |
| 2016 | ICASSP | A Metropolis-within-Gibbs sampler to infer task-based functional brain connectivity. | M. Faizan Ahmad, James K. Murphy, Simon J. Godsill, Deniz Vatansever, Emmanuel A. Stamatakis |
| 2016 | ICASSP | An acoustic keystroke transient canceler for speech communication terminals using a semi-blind adaptive filter model. | Herbert Buchner, Jan Skoglund, Simon J. Godsill |
| 2015 | FUSION | How can subsampling reduce complexity in sequential MCMC methods and deal with big data in target tracking? | Allan De Freitas, Franois Septier, Lyudmila Mihaylova, Simon J. Godsill |
| 2015 | FUSION | A Bayesian compressed sensing Kalman filter for direction of arrival estimation. | Matthew B. Hawes, Lyudmila Mihaylova, Franois Septier, Simon J. Godsill |
| 2015 | HCI | Intelligent Intent-Aware Touchscreen Systems Using Gesture Tracking with Endpoint Prediction. | Bashar I. Ahmad, Patrick M. Langdon, Robert Hardy, Simon J. Godsill |
| 2015 | ICASSP | Destination inference using bridging distributions. | Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Robert Hardy, Simon J. Godsill |
| 2015 | ICASSP | Tracking changes in functional connectivity of brain networks from resting-state fMRI using particle filters. | M. Faizan Ahmad, James K. Murphy, Deniz Vatansever, Emmanuel A. Stamatakis, Simon J. Godsill |
| 2015 | ICASSP | Detection and suppression of keyboard transient noise in audio streams with auxiliary keybed microphone. | Simon J. Godsill, Herbert Buchner, Jan Skoglund |
| 2015 | ICASSP | Efficient filtering and sampling for a class of time-varying linear systems. | James K. Murphy, Simon J. Godsill |
| 2015 | ICASSP | Bayesian parameter estimation of Jump-Langevin systems for trend following in finance. | James K. Murphy, Simon J. Godsill |
| 2014 | FUSION | Bayesian target prediction from partial finger tracks: Aiding interactive displays in vehicles. | Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Simon J. Godsill |
| 2014 | FUSION | Road-assisted multiple target tracking in clutter. | James K. Murphy, Simon J. Godsill |
| 2014 | HCI | Probabilistic Intentionality Prediction for Target Selection Based on Partial Cursor Tracks. | Bashar I. Ahmad, Patrick M. Langdon, Pete Bunch, Simon J. Godsill |
| 2014 | ICASSP | A poisson series approach to Bayesian Monte Carlo inference for skewed alpha-stable distributions. | Tatjana Lemke, Simon J. Godsill |
| 2014 | ICASSP | Bayesian detection of single-trial event-related potentials. | Maria Rosario Mestre, Simon J. Godsill, William J. Fitzgerald |
| 2013 | FUSION | Probabilistic initiation and termination for MEG multiple dipole localization using sequential Monte Carlo methods. | Xi Chen, Simo Srkk, Simon J. Godsill |
| 2013 | HCI | User Target Intention Recognition from Cursor Position Using Kalman Filter. | Gken Aslan Aydemir, Patrick M. Langdon, Simon J. Godsill |
| 2013 | ICASSP | Multiple dipolar sources localization for MEG using Bayesian particle filtering. | Xi Chen, Simon J. Godsill |
| 2013 | ICASSP | Rao-Blackwellized particle smoothers for mixed linear/nonlinear state-space models. | Fredrik Lindsten, Pete Bunch, Simon J. Godsill, Thomas B. Schn |
| 2012 | FUSION | Dynamical models for tracking with the variable rate particle filter. | Pete Bunch, Simon J. Godsill |
| 2012 | FUSION | Structure inference for networks with general non-parametric inter-object relationships. | James K. Murphy, Simon J. Godsill |
| 2012 | ICASSP | Linear gaussian computations for near-exact Bayesian Monte Carlo inference in skewed alpha-stable time series models. | Tatjana Lemke, Simon J. Godsill |
| 2011 | ICASSP | Point process MCMC for sequential music transcription. | Pete Bunch, Simon J. Godsill |
| 2011 | ICASSP | Enhanced Poisson sum representation for alpha-stable processes. | Tatjana Lemke, Simon J. Godsill |
| 2011 | ICASSP | Joint Bayesian removal of impulse and background noise. | James K. Murphy, Simon J. Godsill |
| 2009 | FUSION | The Gaussian mixture MCMC particle algorithm for dynamic cluster tracking. | Avishy Carmi, Franois Septier, Simon J. Godsill |
| 2009 | FUSION | Tracking of multiple contaminant clouds. | Franois Septier, Avishy Carmi, Simon J. Godsill |
| 2008 | FUSION | Ground target group structure and state estimation with particle filtering. | Amadou Gning, Lyudmila Mihaylova, Simon Maskell, Sze Kim Pang, Simon J. Godsill |
| 2008 | FUSION | Tracking ground based targets in aerial video with dual-tree wavelet polar matching and particle filtering. | James D. B. Nelson, Sze Kim Pang, Nick G. Kingsbury, Simon J. Godsill |
| 2008 | ICASSP | Multi-channel bayesian background noise suppression using perceptual cost functions. | Han Lin, Simon J. Godsill |
| 2008 | ICASSP | Bayesian extensions to non-negative matrix factorisation for audio signal modelling. | Tuomas Virtanen, Ali Taylan Cemgil, Simon J. Godsill |
| 2007 | FUSION | Ground target modelling, tracking and prediction with road networks. | David Salmond, Martin Clark, Richard Vinter, Simon J. Godsill |
| 2007 | HCI | Mobile Computing in Maintenance Activities: A 'Situational Induced Impairments and Disabilities' Perspective. | Julie R. Jupp, Patrick Langdon, Simon J. Godsill |
| 2007 | ICASSP | Sequential Inference of Rhythmic Structure in Musical Audio. | Nick Whiteley, A. Taylan Cemgil, Simon J. Godsill |
| 2006 | ICASSP | Sparse Regression with Structured Priors: Application to Audio Denoising. | Cdric Fvotte, Laurent Daudet, Simon J. Godsill, Bruno Torrsani |
| 2006 | ICASSP | Bayesian Inference for Continuous-Time Arma Models Driven by Non-Gaussian LVY Processes. | Simon J. Godsill, Gary (Ligong) Yang |
| 2005 | ICASSP | Multitarget tracking using a new soft-gating approach and sequential Monte Carlo methods. | William Ng, Jack Li, Simon J. Godsill, Jaco Vermaak |
| 2005 | ICASSP | Interpolation of missing data values for audio signal restoration using a Gabor regression model. | Patrick J. Wolfe, Simon J. Godsill |
| 2004 | ICASSP | Models and algorithms for tracking using trans-dimensional sequential Monte Carlo. | Simon J. Godsill, Jaco Vermaak |
| 2004 | ICASSP | Bayesian estimation of simultaneous musical notes based on frequency domain modelling. | Kunio Kashino, Simon J. Godsill |
| 2003 | ICASSP | A perceptually balanced loss function for short-time spectral amplitude estimation. | Patrick J. Wolfe, Simon J. Godsill |
| 2002 | ICASSP | Detection of abrupt spectral changes using support vector machines an application to audio signal segmentation. | Manuel Davy, Simon J. Godsill |
| 2002 | ICASSP | Sequential Monte Carlo simulation of dynamical models with slowly varying parameters: Application to audio. | William Fong, Simon J. Godsill |
| 2002 | ICASSP | Bayesian harmonic models for musical pitch estimation and analysis. | Simon J. Godsill, Manuel Davy |
| 2002 | ICASSP | Bayesian models for DNA sequencing. | Nicholas M. Haan, Simon J. Godsill |
| 2001 | ICASSP | Monte Carlo smoothing for non-linearly distorted signals. | William Fong, Simon J. Godsill |
| 2001 | ICASSP | Estimation of CAR processes observed in noise using Bayesian inference. | Panagiotis Giannopoulos, Simon J. Godsill |
| 2001 | ICASSP | Sequential methods for DNA sequencing. | Nicholas M. Haan, Simon J. Godsill |
| 2000 | ICASSP | Monte Carlo filtering and smoothing with application to time-varying spectral estimation. | Arnaud Doucet, Simon J. Godsill, Mike West |
| 2000 | ICASSP | Inference in symmetric alpha-stable noise using MCMC and the slice sampler. | Simon J. Godsill |
| 2000 | ICASSP | Modelling electropherogram data for DNA sequencing using variable dimension MCMC. | Nicholas M. Haan, Simon J. Godsill |
| 2000 | ICASSP | Towards a perceptually optimal spectral amplitude estimator for audio signal enhancement. | Patrick J. Wolfe, Simon J. Godsill |
| 1999 | ICASSP | Fixed-lag blind equalization and sequence estimation in digital communications systems using sequential importance sampling. | Tim Clapp, Simon J. Godsill |
| 1999 | ICASSP | Bayesian separation and recovery of convolutively mixed autoregressive sources. | Simon J. Godsill, Christophe Andrieu |
| 1999 | ICASSP | Marginal MAP estimation using Markov chain Monte Carlo. | Christian P. Robert, Arnaud Doucet, Simon J. Godsill |
| 1998 | ICASSP | Detection and estimation of signals by reversible jump Markov chain Monte Carlo computations. | Petar M. Djuric, Simon J. Godsill, William J. Fitzgerald, Peter J. W. Rayner |
| 1998 | ICASSP | A reversible jump sampler for autoregressive time series. | Paul T. Troughton, Simon J. Godsill |
| 1997 | ICASSP | Robust modelling of noisy ARMA signals. | Simon J. Godsill |
| 1997 | ICASSP | Bayesian model selection for time series using Markov chain Monte Carlo. | Paul T. Troughton, Simon J. Godsill |
| 1997 | ICIAP | Joint Detection, Interpolation, Motion and Parameter Estimation for Image Sequences with Missing Data. | Anil C. Kokaram, Simon J. Godsill |
| 1997 | ICIP | Joint Detection, Interpolation, Motion and Parameter Estimation forImage Sequences with Missing Data. | Anil C. Kokaram, Simon J. Godsill |
| 1996 | ECCV | A System for Reconstruction of Missing Data in Image Sequences Using Sampled 3D AR Models and MRF Motion Priors. | Anil C. Kokaram, Simon J. Godsill |
| 1996 | ICASSP | Multi-channel signal separation. | Dominic C. B. Chan, Peter J. W. Rayner, Simon J. Godsill |
| 1996 | ICASSP | Robust noise reduction for speech and audio signals. | Simon J. Godsill, Peter J. W. Rayner |
| 1994 | ICASSP | Recursive restoration of pitch variation defects in musical recordings. | Simon J. Godsill |
| 1994 | ICASSP | A two-channel approach to the removal of impulsive noise from archived recordings. | Christopher M. Hicks, Simon J. Godsill |
| 1993 | ICASSP | Frequency-based interpolation of sampled signals with applications in audio restoration. | Simon J. Godsill, Peter J. W. Rayner |
| 1992 | ICASSP | A Bayesian approach to the detection and correction of error bursts in audio signals. | Simon J. Godsill, Peter J. W. Rayner |