[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 …

Extended object tracking: Introduction, overview and applications

K Granstrom, M Baum, S Reuter - arXiv preprint arXiv:1604.00970, 2016 - arxiv.org
This article provides an elaborate overview of current research in extended object tracking.
We provide a clear definition of the extended object tracking problem and discuss its …

Video processing from electro-optical sensors for object detection and tracking in a maritime environment: A survey

DK Prasad, D Rajan, L Rachmawati… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
We present a survey on maritime object detection and tracking approaches, which are
essential for the development of a navigational system for autonomous ships. The electro …

Shape tracking of extended objects and group targets with star-convex RHMs

M Baum, UD Hanebeck - 14th International Conference on …, 2011 - ieeexplore.ieee.org
This paper is about tracking an extended object or a group target, which gives rise to a
varying number of measurements from different measurement sources. For this purpose, the …

Extended object tracking with random hypersurface models

M Baum, UD Hanebeck - IEEE Transactions on Aerospace and …, 2014 - ieeexplore.ieee.org
The random hypersurface model (RHM) is introduced for estimating a shape approximation
of an extended object in addition to its kinematic state. An RHM represents the spatial extent …

A taxonomy of vision systems for ground mobile robots

J Martinez-Gomez… - International …, 2014 - journals.sagepub.com
This paper introduces a taxonomy of vision systems for ground mobile robots. In the last five
years, a significant number of relevant papers have contributed to this subject. Firstly, a …

A variational measurement update for extended target tracking with random matrices

U Orguner - IEEE Transactions on Signal Processing, 2012 - ieeexplore.ieee.org
This correspondence proposes a new measurement update for extended target tracking
under measurement noise when the target extent is modeled by random matrices …

Multiple Kernelized Correlation Filters (MKCF) for Extended Object Tracking Using X-Band Marine Radar Data

Y Zhou, T Wang, R Hu, H Su, Y Liu… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Conventional tracking filter in marine radar only concerns the position or shape of the object.
When the target encounters the clutter interruption or ship occlusion, the tracker is easy to …

Cramér-Rao bound analysis of radars for extended vehicular targets with known and unknown shape

N Garcia, A Fascista, A Coluccia… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Due to their shorter operating range and large bandwidth, automotive radars can resolve
many reflections from their targets of interest, mainly vehicles. This calls for the use of …

[图书][B] Bayesian inference of state space models

K Triantafyllopoulos - 2021 - Springer
The discovery and development of state space models and the Kalman filter have their roots
in the dynamical and control systems research communities. The Kalman filter was …