Simon J. Godsill

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 102

Top Venues

ICASSP

FUSION

CoRR

AutomotiveUI

Publications

Yaman Kindap, Simon J. Godsill
Point process simulation of generalised hyperbolic Lévy processes. Stat. Comput. 34 (1) (2024)
Qing Li, Runze Gan, Jiaming Liang, Simon J. Godsill
An Adaptive and Scalable Multi-Object Tracker Based on the Non-Homogeneous Poisson Process. IEEE Trans. Signal Process. 71 (2023)
Qing Li, Runze Gan, Simon J. Godsill
Consensus-based Distributed Variational Multi-object Tracker in Multi-Sensor Network. CoRR (2023)
Qing Li, Runze Gan, Simon J. Godsill
A Scalable Rao-Blackwellised Sequential MCMC Sampler for Joint Detection and Tracking in Clutter. FUSION (2023)
Fred Goodyer, Bashar I. Ahmad, Simon J. Godsill
GaPP: Multi-Target Tracking with Gaussian Processes. ICASSP (2023)
Joseph Johnson, Yaman Kindap, Simon J. Godsill
Inference for Variance-Gamma Driven Stochastic Systems. FUSION (2023)
Fred Goodyer, Bashar I. Ahmad, Simon J. Godsill
Flexible Multi-Target Tracking with Track Management Using Dirichlet and Gaussian Processes. FUSION (2023)
Sayed Pouria Talebi, Simon J. Godsill, Danilo P. Mandic
Filtering Structures for α-Stable Systems. IEEE Control. Syst. Lett. 7 (2023)
Shao-Lun Huang, Émilie Chouzenoux, Simon J. Godsill, Tie Liu, Linqi Song, Lei Zhang
Special issue on non-deterministic machine learning. J. Frankl. Inst. 360 (17) (2023)
Nermin Caber, Jiaming Liang, Bashar I. Ahmad, Simon J. Godsill, Alexandra Bremers, Philip Thomas, David Oxtoby, Lee Skrypchuk
Driver Profiling and Bayesian Workload Estimation Using Naturalistic Peripheral Detection Study Data. CoRR (2023)
Qing Li, Jiaming Liang, Simon J. Godsill
Scalable Data Association and Multi-Target Tracking Under a Poisson Mixture Measurement Process. ICASSP (2022)
Yaman Kindap, Simon J. Godsill
Non-Gaussian Process Regression. CoRR (2022)
Rubén M. Clavería, Simon J. Godsill
Sequential MCMC Methods for Audio Signal Enhancement. ICASSP (2022)
Rui Gao, Simo Särkkä, Rubén M. Clavería, Simon J. Godsill
Autonomous Tracking and State Estimation With Generalized Group Lasso. IEEE Trans. Cybern. 52 (11) (2022)
Shidrokh Goudarzi, Wenwu Wang, Pei Xiao, Lyudmila Mihaylova, Simon J. Godsill
UAV-enabled Edge Computing for Optimal Task Distribution in Target Tracking. FUSION (2022)
Jinzheng Zhao, Peipei Wu, Xubo Liu, Yong Xu, Lyudmila Mihaylova, Simon J. Godsill, Wenwu Wang
Audio-Visual Tracking of Multiple Speakers Via a PMBM Filter. ICASSP (2022)
Runze Gan, Simon J. Godsill
Conditionally Factorized Variational Bayes with Importance Sampling. ICASSP (2022)
Runze Gan, Qing Li, Simon J. Godsill
A Variational Bayes Association-based Multi-object Tracker under the Non-homogeneous Poisson Measurement Process. FUSION (2022)
Simon J. Godsill, Yaman Kindap
Point process simulation of generalised inverse Gaussian processes and estimation of the Jaeger integral. Stat. Comput. 32 (1) (2022)
Bashar I. Ahmad, Simon J. Godsill, Vikram Krishnamurthy, Peter Willett, Muralidhar Rangaswamy
Foreword to the Special Section on Meta-Level and Adversarial Tracking. IEEE Trans. Aerosp. Electron. Syst. 57 (4) (2021)
Chenhao Li, Simon J. Godsill
Variational Parameter Learning in Sequential State-Space Model Via Particle Filtering. ICASSP (2021)
Qing Li, Bashar I. Ahmad, Simon J. Godsill
Sequential Dynamic Leadership Inference Using Bayesian Monte Carlo Methods. IEEE Trans. Aerosp. Electron. Syst. 57 (4) (2021)
Chenhao Li, Simon J. Godsill
Sequential Inference Methods for Non-Homogeneous Poisson Processes With State-Space Prior. IEEE Trans. Signal Process. 69 (2021)
Runze Gan, Bashar I. Ahmad, Simon J. Godsill
Lévy State-Space Models for Tracking and Intent Prediction of Highly Maneuverable Objects. IEEE Trans. Aerosp. Electron. Syst. 57 (4) (2021)
Ulrika Andersson, Simon J. Godsill
Optimum Kernel Particle Filter for Asymmetric Laplace Noise. ICASSP (2020)
Qing Li, Simon J. Godsill
A New Leader-follower Model for Bayesian Tracking. FUSION (2020)
Yinhong Liu, Simon J. Godsill
Multi-channel audio statistical restoration. ICSPCC (2020)
Ulrika Andersson, Simon J. Godsill
Optimum Kernel Particle Filter for Asymmetric Laplace Noise in Multivariate Models. FUSION (2020)
Marina Riabiz, Tohid Ardeshiri, Ioannis Kontoyiannis, Simon J. Godsill
Nonasymptotic Gaussian Approximation for Inference With Stable Noise. IEEE Trans. Inf. Theory 66 (8) (2020)
Qing Li, Simon J. Godsill, Jiaming Liang, Bashar I. Ahmad
Inferring Dynamic Group Leadership Using Sequential Bayesian Methods. ICASSP (2020)
Nobutaka Ito, Simon J. Godsill
A Multi-Target Track-Before-Detect Particle Filter Using Superpositional Data in Non-Gaussian Noise. IEEE Signal Process. Lett. 27 (2020)
Jiaming Liang, Bashar I. Ahmad, Simon J. Godsill
Simultaneous Intent Prediction and State Estimation Using an Intent-Driven Intrinsic Coordinate Model. MLSP (2020)
Runze Gan, Simon J. Godsill
$\alpha$ -Stable Lévy State-space Models for Manoeuvring Object Tracking. FUSION (2020)
Runze Gan, Jiaming Liang, Bashar I. Ahmad, Simon J. Godsill
Bayesian Intent Prediction for Fast Maneuvering Objects using Variable Rate Particle Filters. MLSP (2019)
Bashar I. Ahmad, Chrisminder Hare, Harpreet Singh, Arber Shabani, Briana Lindsay, Lee Skrypchuk, Patrick Langdon, Simon J. Godsill
Touchless Selection Schemes for Intelligent Automotive User Interfaces With Predictive Mid-Air Touch. Int. J. Mob. Hum. Comput. Interact. 11 (3) (2019)
Jiaming Liang, Bashar I. Ahmad, Runze Gan, Pat Langdon, Robert Hardy, Simon J. Godsill
On Destination Prediction Based on Markov Bridging Distributions. IEEE Signal Process. Lett. 26 (11) (2019)
Bashar I. Ahmad, Patrick M. Langdon, Simon J. Godsill
A Bayesian Framework for Intent Prediction in Object Tracking. ICASSP (2019)
Herbert Buchner, Karim Helwani, Simon J. Godsill
Unsupervised Bayesian Estimation and Tracking of Time-Varying Convolutive Multichannel Systems. FUSION (2019)
Simon J. Godsill, Marina Riabiz, Ioannis Kontoyiannis
The Lévy State Space Model. CoRR (2019)
Bashar I. Ahmad, Patrick M. Langdon, Jiaming Liang, Simon J. Godsill, Mauricio Munoz Delgado, Thomas Popham
Driver and Passenger Identification From Smartphone Data. IEEE Trans. Intell. Transp. Syst. 20 (4) (2019)
Simon J. Godsill
Particle Filtering: the First 25 Years and beyond. ICASSP (2019)
Herbert Buchner, Karim Helwani, Simon J. Godsill
Blind Signal Processing for Time-varying Convolutive Mixing Systems Based on Sequence Estimation on Partly Smooth Manifolds. ICASSP (2019)
Jiaming Liang, Simon J. Godsill
Bayesian Fusion of Asynchronous Inertial, Speed and Position Data for Object Tracking. ICASSP (2019)
Simon J. Godsill, Marina Riabiz, Ioannis Kontoyiannis
The Lévy State Space Model. ACSSC (2019)
Pinzhang Wang, Lin Li, Simon J. Godsill
Particle Filtering and Inference for Limit Order Books in High Frequency Finance. ICASSP (2018)
Chenhao Li, Simon J. Godsill
Sequential Inference Methods for Non-Homogeneous Poisson Processes with State-Space Prior. ICASSP (2018)
Bashar I. Ahmad, Chrisminder Hare, Harpreet Singh, Arber Shabani, Briana Lindsay, Lee Skrypchuk, Patrick Langdon, Simon J. Godsill
Selection Facilitation Schemes for Predictive Touch with Mid-air Pointing Gestures in Automotive Displays. AutomotiveUI (2018)
Marina Riabiz, Tohid Ardeshiri, Ioannis Kontoyiannis, Simon J. Godsill
Nonasymptotic Gaussian Approximation for Linear Systems with Stable Noise [Preliminary Version]. CoRR (2018)
Bashar I. Ahmad, Patrick M. Langdon, Simon J. Godsill
A Meta-Tracking Approach for Predicting the Driver or Passenger Intent. FUSION (2018)
Bashar I. Ahmad, Simon J. Godsill, Patrick M. Langdon, Lee Skrypchuk
Predictive Touch: A Novel HMI Technology for Intelligent Displays in Automotive. AutomotiveUI (adjunct) (2018)
Marina Riabiz, Tohid Ardeshiri, Ioannis Kontoyiannis, Simon J. Godsill
Sharp Gaussian Approximation Bounds for Linear Systems with $\alpha$ -stable Noise. ISIT (2018)
Jiaming Liang, Simon J. Godsill
A Particle Filter Localisation System for Indoor Track Cycling Using an Intrinsic Coordinate Model. FUSION (2018)
Bashar I. Ahmad, Patrick M. Langdon, Simon J. Godsill
Stabilising Touch Interactions in Cockpits, Aerospace, and Vibrating Environments. HCI (7) (2018)
Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Simon J. Godsill
Bayesian Intent Prediction in Object Tracking Using Bridging Distributions. IEEE Trans. Cybern. 48 (1) (2018)
Matthew B. Hawes, Lyudmila Mihaylova, François Septier, Simon J. Godsill
Bayesian Compressive Sensing Approaches for Direction of Arrival Estimation with Mutual Coupling Effects. CoRR (2017)
Herbert Buchner, Karim Helwani, Bashar I. Ahmad, Simon J. Godsill
Efficient adaptive filtering in compressive domains for sparse systems and relation to transform-domain adaptive filtering. ICASSP (2017)
Roland Hostettler, Simo Särkkä, Simon J. Godsill
Rao-Blackwellized particle mcmc for parameter estimation in spatio-temporal Gaussian processes. MLSP (2017)
Henri Nurminen, Robert Piché, Simon J. Godsill
Gaussian flow sigma point filter for nonlinear Gaussian state-space models. FUSION (2017)
Bashar I. Ahmad, Tohid Ardeshiri, Pat Langdon, Simon J. Godsill, Thomas Popham
Modelling received signal strength from on-vehicle BLE beacons using skewed distributions: A preliminary study. FUSION (2017)
Marina Riabiz, Simon J. Godsill
Approximate simulation of linear continuous time models driven by asymmetric stable Lévy processes. ICASSP (2017)
Bashar I. Ahmad, James K. Murphy, Simon J. Godsill, Patrick M. Langdon, Robert Hardy
Intelligent Interactive Displays in Vehicles with Intent Prediction: A Bayesian framework. IEEE Signal Process. Mag. 34 (2) (2017)
Marina Riabiz, Tohid Ardeshiri, Simon J. Godsill
Convergence results for tractable inference in α-stable stochastic processes. DSP (2017)
Marina Riabiz, Tohid Ardeshiri, Ioannis Kontoyiannis, Simon J. Godsill
Simulated convergence rates with application to an intractable α-stable inference problem. CAMSAP (2017)
Qi Wei, Marcus Chen, Jean-Yves Tourneret, Simon J. Godsill
Unsupervised Nonlinear Spectral Unmixing Based on a Multilinear Mixing Model. IEEE Trans. Geosci. Remote. Sens. 55 (8) (2017)
Tohid Ardeshiri, Bashar I. Ahmad, Patrick M. Langdon, Simon J. Godsill
Efficient bridging-based destination inference in object tracking. ICASSP (2017)
Pradipta Biswas, Samuel Twist, Simon J. Godsill
Intelligent Finger Movement Controlled Interface for Automotive Environment. BCS HCI (2017)
Qi Wei, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret, Marcus Chen, Simon J. Godsill
Multi-Band Image Fusion Based on Spectral Unmixing. CoRR (2016)
M. Faizan Ahmad, James K. Murphy, Deniz Vatansever, Emmanuel A. Stamatakis, Simon J. Godsill
Bayesian Inference of Task-Based Functional Brain Connectivity Using Markov Chain Monte Carlo Methods. IEEE J. Sel. Top. Signal Process. 10 (7) (2016)
M. Faizan Ahmad, James K. Murphy, Simon J. Godsill, Deniz Vatansever, Emmanuel A. Stamatakis
A Metropolis-within-Gibbs sampler to infer task-based functional brain connectivity. ICASSP (2016)
James K. Murphy, Simon J. Godsill
Blocked Particle Gibbs Schemes for High Dimensional Interacting Systems. IEEE J. Sel. Top. Signal Process. 10 (2) (2016)
Pete Bunch, James K. Murphy, Simon J. Godsill
Annealed MCMC for Bayesian learning of linear Gaussian state space models with changepoints. FUSION (2016)
Qi Wei, Simon J. Godsill, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret
High-resolution hyperspectral image fusion based on spectral unmixing. FUSION (2016)
James K. Murphy, Emre Özkan, Pete Bunch, Simon J. Godsill
Sparse structure inference for group and network tracking. FUSION (2016)
Pete Bunch, James K. Murphy, Simon J. Godsill
Bayesian Learning of Degenerate Linear Gaussian State Space Models Using Markov Chain Monte Carlo. IEEE Trans. Signal Process. 64 (16) (2016)
Qi Wei, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret, Simon J. Godsill
Blind model-based fusion of multi-band and panchromatic images. MFI (2016)
Herbert Buchner, Jan Skoglund, Simon J. Godsill
An acoustic keystroke transient canceler for speech communication terminals using a semi-blind adaptive filter model. ICASSP (2016)
Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Simon J. Godsill
Predictive Pointing from Automotive to Inclusive Design. HCI (9) (2016)
Fredrik Lindsten, Pete Bunch, Simo Särkkä, Thomas B. Schön, Simon J. Godsill
Rao-Blackwellized Particle Smoothers for Conditionally Linear Gaussian Models. IEEE J. Sel. Top. Signal Process. 10 (2) (2016)
Bashar I. Ahmad, Patrick M. Langdon, Simon J. Godsill, Richard Donkor, Rebecca Wilde, Lee Skrypchuk
You Do Not Have to Touch to Select: A Study on Predictive In-car Touchscreen with Mid-air Selection. AutomotiveUI (2016)
Qi Wei, Nicolas Dobigeon, Jean-Yves Tourneret, José M. Bioucas-Dias, Simon J. Godsill
R-FUSE: Robust Fast Fusion of Multiband Images Based on Solving a Sylvester Equation. IEEE Signal Process. Lett. 23 (11) (2016)
Qi Wei, José M. Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret, Marcus Chen, Simon J. Godsill
Multiband Image Fusion Based on Spectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 54 (12) (2016)
Qi Wei, Marcus Chen, Jean-Yves Tourneret, Simon J. Godsill
Unsupervised Nonlinear Spectral Unmixing based on a Multilinear Mixing Model. CoRR (2016)
Emre Özkan, Niklas Wahlstrom, Simon J. Godsill
Rao-Blackwellised particle filter for star-convex extended target tracking models. FUSION (2016)
Qi Wei, Nicolas Dobigeon, Jean-Yves Tourneret, José M. Bioucas-Dias, Simon J. Godsill
R-FUSE: Robust Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation. CoRR (2016)
Geliang Zhang, Simon J. Godsill
Fundamental Frequency Estimation in Speech Signals With Variable Rate Particle Filters. IEEE ACM Trans. Audio Speech Lang. Process. 24 (5) (2016)
Marina Riabiz, Tohid Ardeshiri, Simon J. Godsill
A central limit theorem with application to inference in $\alpha$-stable regression models. NIPS Time Series Workshop (2016)
Geliang Zhang, Hugh L. Christensen, Guolong Li, Simon J. Godsill
A Correction Note for Price Dynamics in a Markovian Limit Order Market. SIAM J. Financial Math. 7 (1) (2016)
Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Simon J. Godsill, Robert Hardy, Lee Skrypchuk
Intent Inference for Hand Pointing Gesture-Based Interactions in Vehicles. IEEE Trans. Cybern. 46 (4) (2016)
James K. Murphy, Simon J. Godsill
Sequential sparse system estimation for linear systems with nonlinear observations. FUSION (2016)
Matthew B. Hawes, Lyudmila Mihaylova, François Septier, Simon J. Godsill
A Bayesian Compressed Sensing Kalman Filter for Direction of Arrival Estimation. CoRR (2015)
Simon J. Godsill, Herbert Buchner, Jan Skoglund
Detection and suppression of keyboard transient noise in audio streams with auxiliary keybed microphone. ICASSP (2015)
James K. Murphy, Simon J. Godsill
Bayesian parameter estimation of Jump-Langevin systems for trend following in finance. ICASSP (2015)
Xi Chen, Simo Särkkä, Simon J. Godsill
A Bayesian particle filtering method for brain source localisation. Digit. Signal Process. 47 (2015)
Bashar I. Ahmad, Patrick M. Langdon, Simon J. Godsill, Robert Hardy, Lee Skrypchuk, Richard Donkor
Touchscreen usability and input performance in vehicles under different road conditions: an evaluative study. AutomotiveUI (2015)
Allan De Freitas, François Septier, Lyudmila Mihaylova, Simon J. Godsill
How can subsampling reduce complexity in sequential MCMC methods and deal with big data in target tracking? FUSION (2015)
Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Robert Hardy, Simon J. Godsill
Destination inference using bridging distributions. ICASSP (2015)
M. Faizan Ahmad, James K. Murphy, Deniz Vatansever, Emmanuel A. Stamatakis, Simon J. Godsill
Tracking changes in functional connectivity of brain networks from resting-state fMRI using particle filters. ICASSP (2015)
James K. Murphy, Simon J. Godsill
Efficient filtering and sampling for a class of time-varying linear systems. ICASSP (2015)
Matthew B. Hawes, Lyudmila Mihaylova, François Septier, Simon J. Godsill
A Bayesian compressed sensing Kalman filter for direction of arrival estimation. FUSION (2015)
Bashar I. Ahmad, Simon J. Godsill, Lee Skrypchuk, Patrick M. Langdon, Robert Hardy
Intelligent in-vehicle touchscreen aware of the user intent for reducing distractions: a pilot study. AutomotiveUI (adjunct) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Simon J. Godsill