Simon Godsill

1. On sequential Monte Carlo sampling methods for Bayesian filtering
   2000/07/01 by Arnaud Doucet, Simon Godsill, Christophe Andrieu · 23 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Statistical Methods and Bayesian Inference #Target Tracking and Data Fusion in Sensor Networks
2. Bayesian Intent Prediction in Object Tracking Using Bridging\n Distributions
   2015/08/25 by Bashar I. Ahmad, Ahmad, Bashar I., James K. Murphy +5 · 2 citations
   Computer Science · Engineering · #Applications (stat.AP) #FOS: Computer and information sciences #Maritime Navigation and Safety #Target Tracking and Data Fusion in Sensor Networks
3. Overview of Bayesian sequential Monte Carlo methods for group and extended object tracking
   2013/12/04 by Lyudmila Mihaylova, Avishy Y. Carmi, Avishy Carmi +4 · 2 citations
   Computer Science · #Target Tracking and Data Fusion in Sensor Networks #Gaussian Processes and Bayesian Inference #Bayesian Methods and Mixture Models
4. An Adaptive and Scalable Multi-Object Tracker Based on the Non-Homogeneous Poisson Process
   2023/01/01 by Qing Li, Runze Gan, Jiaming Liang +2 · 3 citations
   Computer Science · #Target Tracking and Data Fusion in Sensor Networks #Gaussian Processes and Bayesian Inference #Bayesian Methods and Mixture Models
5. Point process simulation of generalised hyperbolic Lévy processes
   2023/03/18 by Yaman Kindap, Simon Godsill, Kindap, Yaman +1 · 2 citations
   Economics, Econometrics and Finance · Computer Science · #Stochastic processes and financial applications #Financial Risk and Volatility Modeling #Bayesian Methods and Mixture Models
6. Autonomous Tracking and State Estimation with Generalised Group Lasso
   2020/07/22 by Rui Gao, Gao, Rui, Simo Särkkä +5 · 1 citation
   Computer Science · Engineering · #Target Tracking and Data Fusion in Sensor Networks #Sparse and Compressive Sensing Techniques #Distributed Sensor Networks and Detection Algorithms
7. Variational Tracking and Redetection for Closely-spaced Objects in Heavy Clutter: Supplementary Materials
   2023/09/04 by Runze Gan, Qing Li, Gan, Runze +3 · 2 citations
   Computer Science · Engineering · #FOS: Electrical engineering #Infrared Target Detection Methodologies #Signal Processing (eess.SP) #Target Tracking and Data Fusion in Sensor Networks #Video Surveillance and Tracking Methods #electronic engineering #information engineering
8. Generalised Hyperbolic State-space Models for Inference in Dynamic Systems
   2023/09/20 by Yaman Kındap, Simon Godsill, Kındap, Yaman +1 · 1 citation
   Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Electrical engineering #Methodology (stat.ME) #Signal Processing (eess.SP) #electronic engineering #information engineering