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eess.SP2025
Distributed Expectation Propagation for Multi-Object Tracking over Sensor Networks
Qing Li, Runze Gan, James R. Hopgood +2
In this paper, we present a novel distributed expectation propagation algorithm for multiple sensors, multiple objects tracking in cluttered environments. The proposed framework en…
eess.SP2023
Consensus-based Distributed Variational Multi-object Tracker in Multi-Sensor Network
Qing Li, Runze Gan, Simon Godsill
The growing need for accurate and reliable tracking systems has driven significant progress in sensor fusion and object tracking techniques. In this paper, we design two variationa…
eess.SP2023
Variational Tracking and Redetection for Closely-spaced Objects in Heavy Clutter: Supplementary Materials
Runze Gan, Qing Li, Simon Godsill
The non-homogeneous Poisson process (NHPP) is a widely used measurement model that allows for an object to generate multiple measurements over time. However, it can be difficult to…