Multi-target track before detect with labeled random finite set and adaptive correlation filtering

DY Kim - 2017 international Conference on Control, Automation …, 2017 - ieeexplore.ieee.org
In Track-Before-Detect (TBD), the aim is to jointly estimate the number of tracks and their
states from low signal-to-noise ratio (SNR) images. This is a challenging problem due to the …

Multi-target track-before-detect using labeled random finite set

F Papi, BT Vo, M Bocquel, BN Vo - … International Conference on …, 2013 - ieeexplore.ieee.org
Multi-target tracking requires the joint estimation of the number of target trajectories and their
states from a sequence of observations. In low signal-to-noise ratio (SNR) scenarios, the …

Generalized recursive track-before-detect with proposal partitioning for tracking varying number of multiple targets in low SNR

SP Ebenezer… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Track-before-detect (TBD) algorithms incorporate unthresholded measurements to track
targets under low signal-to-noise ratio (SNR) conditions. In this paper, we generalize a …

A Laplace-based particle filter for track-before-detect

C Musso, PB Quang… - 2015 18th International …, 2015 - ieeexplore.ieee.org
Track-before-detect (TBD) is an efficient approach for tracking a target with low signal-to-
noise-ratio. Unlike classical detection methods, TBD does not require thresholding. TBD …

Bayesian track-before-detect for closely spaced targets

F Papi, AK Gostar - 2015 23rd European Signal Processing …, 2015 - ieeexplore.ieee.org
Track-Before-Detect (TBD) is an effective approach to multi-target tracking problems with low
signal-to-noise (SNR) ratio. In this paper we propose a novel Labeled Random Finite Set …

A computationally efficient dynamic programming based track-before-detect

J Wang, W Yi, MR Morelande… - 2015 18th International …, 2015 - ieeexplore.ieee.org
Dynamic programming based track before detect (DP-TBD) is a batch processing method. It
exploits the space-time correlation among several consecutive frames of measurements and …

Track-before-detect on radar image observation with an adaptive auxiliary particle filter

A Cuillery, F Le Gland - 2019 22th International Conference on …, 2019 - ieeexplore.ieee.org
This paper presents a multitarget tracking solution for 2D multitarget tracking from image
observations including its application on radar data and results on simulated data. Tracking …

Multiple target tracking using track before detect algorithm

N Amrouche, A Khenchaf… - … on Electromagnetics in …, 2017 - ieeexplore.ieee.org
In this paper, we adapted the recursive TBD algorithm to track multiple targets in low SNR.
This algorithm is important, for example, in closely spaced targets moving along the same …

Bernoulli Track-before-detect Algorithm for Distributed Target with Unknown Amplitude Information

R Yu, W Yang, Y Fu, W Zhang - 2020 15th IEEE International …, 2020 - ieeexplore.ieee.org
Track-before-detect algorithm is an effective solution of detecting and tracking a low signal-
to-noise ratio (SNR) target whose amplitude distribution characteristic is needed as the prior …

Tracking and Detecting moving weak Targets

N Amrouche, A Khenchaf, D Berkani - Advances in Science …, 2018 - hal.science
Detect and tracking of moving weak targets is a complicated dynamic state estimation
problem whose difficulty is increased in case of high clutter conditions or low signal to noise …