Group and extended object tracking

DJ Salmond, NJ Gordon - 1999 - IET
Much of the literature on target tracking is based on the assumption that the observing
sensor produces a single point measurement of the target. In practice, this is often not the …

Group and extended target tracking with the probability hypothesis density filter

AJ Swain - 2013 - ros.hw.ac.uk
Multiple target tracking concerns the estimation of an unknown and time-varying number of
objects (targets) as they dynamically evolve over time from a sequence of measurements …

Advances on tracking of extended objects and group targets using random matrices

M Feldmann, D Franken - 2009 12th International Conference …, 2009 - ieeexplore.ieee.org
The task of tracking extended objects or (partly) unresolvable group targets raises new
challenges for both data association and track maintenance. Due to limited sensor …

[HTML][HTML] Overview of Bayesian sequential Monte Carlo methods for group and extended object tracking

L Mihaylova, AY Carmi, F Septier, A Gning… - Digital Signal …, 2014 - Elsevier
This work presents the current state-of-the-art in techniques for tracking a number of objects
moving in a coordinated and interacting fashion. Groups are structured objects …

Tracking of extended objects and group targets using random matrices

M Feldmann, D Fränken, W Koch - IEEE Transactions on Signal …, 2010 - ieeexplore.ieee.org
The task of tracking extended objects or (partly) unresolvable group targets raises new
challenges for both data association and track maintenance. Due to limited sensor …

Tracking of extended objects and group targets using random matrices—a new approach

M Feldmann, D Franken - 2008 11th International Conference …, 2008 - ieeexplore.ieee.org
The task of tracking extended objects or (partly) unresolvable group targets raises new
challenges for both data association and track maintenance. Extended objects may give rise …

[图书][B] Extensions to the probabilistic multi-hypothesis tracker for improved data association

SJ Davey - 2003 - Citeseer
The term tracking is used to describe approaches used where the goal is to learn about an
environment through the application of statistical models to corrupted and ambiguous data …

Group target tracking via jointly optimizing group partition and association

X Zhang, H Liu, F Meng, X Shen - Automatica, 2023 - Elsevier
This paper considers the problem of indistinguishable group target tracking, where the
individual targets within a group are closely spaced and resolvable, move in a coordinated …

Extended object tracking using particle techniques

J Vermaak, N Ikoma, SJ Godsill - 2004 IEEE Aerospace …, 2004 - ieeexplore.ieee.org
In This work we consider the problem of extended object tracking. An extended object is
modelled as a set of point features in a target reference frame. The dynamics of the …

A Bayesian approach to extended object tracking and tracking of loosely structured target groups

W Koch, R Saul - 2005 7th International Conference on …, 2005 - ieeexplore.ieee.org
In algorithms for tracking and sensor data fusion the targets to be tracked are usually
considered as point source objects; ie, compared to the sensor resolution their extension is …