A tutorial on multiple extended object tracking
This tutorial introduces state-of-the-art methods for tracking multiple spatially extended
objects based on unlabeled noisy point clouds, eg, from radar or lidar sensors. In the first …
objects based on unlabeled noisy point clouds, eg, from radar or lidar sensors. In the first …
Best fit of mixture for multi-sensor Poisson multi-Bernoulli mixture filtering
T Li, Y **
(SLAM), due to their inherent geometric connection to the propagation environment and the …
(SLAM), due to their inherent geometric connection to the propagation environment and the …
Non-ellipsoidal infrared group/extended target tracking based on Poisson multi-Bernoulli mixture filter and B-spline
Y Wang, X Chen, C Gong, P Rao - Remote Sensing, 2023 - mdpi.com
This study provides a solution for multiple group/extended target tracking with an arbitrary
shape. Many tracking approaches for extended/group targets have been proposed …
shape. Many tracking approaches for extended/group targets have been proposed …
Poisson multi-Bernoulli mixture filter with general target-generated measurements and arbitrary clutter
This article shows that the Poisson multi-Bernoulli mixture (PMBM) density is a multi-target
conjugate prior for general target-generated measurement distributions and arbitrary clutter …
conjugate prior for general target-generated measurement distributions and arbitrary clutter …
Trajectory PMB filters for extended object tracking using belief propagation
In this article, we propose a Poisson multi-Bernoulli (PMB) filter for extended object tracking
(EOT), which directly estimates the set of object trajectories, using belief propagation (BP) …
(EOT), which directly estimates the set of object trajectories, using belief propagation (BP) …
Neural enhanced belief propagation for data association in multiobject tracking
Situation-aware technologies enabled by multiobject tracking (MOT) methods will create
new services and applications in fields such as autonomous navigation and applied ocean …
new services and applications in fields such as autonomous navigation and applied ocean …
Reconfigurable and static em skins on vehicles for localization
Electromagnetic skins (EMSs) have been recently considered as a booster for wireless
sensing, but their usage on mobile targets is relatively novel and could be of interest when …
sensing, but their usage on mobile targets is relatively novel and could be of interest when …