16.6.2.15 Track Before Detect, Tracking

Chapter Contents (Back)
Target Tracking. Track Before Detect. 2607

Grossi, E., Lops, M., Venturino, L.,
A Heuristic Algorithm for Track-Before-Detect With Thresholded Observations in Radar Systems,
SPLetters(20), No. 8, 2013, pp. 811-814.
IEEE DOI 1307
computational complexity. Radar tracking. BibRef

Grossi, E., Lops, M., Venturino, L.,
A Track-Before-Detect Algorithm With Thresholded Observations and Closely-Spaced Targets,
SPLetters(20), No. 12, 2013, pp. 1171-1174.
IEEE DOI 1311
numerical analysis BibRef

Hoseinnezhad, R.[Reza], Vo, B.N.[Ba-Ngu], Vo, B.T.[Ba-Tuong], Suter, D.[David],
Visual tracking of numerous targets via multi-Bernoulli filtering of image data,
PR(45), No. 10, October 2012, pp. 3625-3635.
Elsevier DOI 1206
Random finite sets; Multi-target tracking; Visual tracking; Track-before-detect BibRef

Wong, S., Vo, B.T., Papi, F.,
Bernoulli Forward-Backward Smoothing for Track-Before-Detect,
SPLetters(21), No. 6, June 2014, pp. 727-731.
IEEE DOI 1404
Bayes methods BibRef

Kim, D.Y.[Du Yong], Vo, B.N.[Ba-Ngu], Vo, B.T.[Ba-Tuong], Jeon, M.[Moongu],
A labeled random finite set online multi-object tracker for video data,
PR(90), 2019, pp. 377-389.
Elsevier DOI 1903
Online multi-object tracking, Track-before-detect, Random finite set BibRef

Papi, F., Kyovtorov, V., Giuliani, R., Oliveri, F., Tarchi, D.,
Bernoulli Filter for Track-Before-Detect using MIMO Radar,
SPLetters(21), No. 9, Sept 2014, pp. 1145-1149.
IEEE DOI 1406
MIMO radar BibRef

Javanmardi, M.[Mohammadreza], Qi, X.J.[Xiao-Jun],
Visual tracking of resident space objects via an RFS-based multi-Bernoulli track-before-detect method,
MVA(29), No. 7, October 2018, pp. 1191-1208.
Springer DOI
PDF File. 1810
Objects in space. References TAOS dataset. BibRef

Garcia, F.J.I., Mandal, P.K., Bocquel, M., Marques, A.G.,
Riemann-Langevin Particle Filtering in Track-Before-Detect,
SPLetters(25), No. 7, July 2018, pp. 1039-1043.
IEEE DOI 1807
Monte Carlo methods, particle filtering (numerical methods), sampling methods, state estimation, target tracking, track-before-detect (TBD) BibRef

Ito, N., Godsill, S.,
A Multi-Target Track-Before-Detect Particle Filter Using Superpositional Data in Non-Gaussian Noise,
SPLetters(27), 2020, pp. 1075-1079.
IEEE DOI 2007
Target tracking, Signal to noise ratio, Particle filters, Radio frequency, Indexes, Signal processing algorithms, superpositional sensor signals BibRef

Yan, B.[Bo], Zhang, H.[Hua], Xu, L.P.[Lu-Ping], Chen, Y.[Yu], Lu, H.M.[Hong-Min],
A Novel 4D Track-before-Detect Approach for Weak Targets Detection in Clutter Regions,
RS(13), No. 23, 2021, pp. xx-yy.
DOI Link 2112
BibRef

Cao, C.H.[Cheng-Hu], Zhao, Y.B.[Yong-Bo],
A Generalized Labeled Multi-Bernoulli Filter Based on Track-before-Detect Measurement Model for Multiple-Weak-Target State Estimate Using Belief Propagation,
RS(14), No. 17, 2022, pp. xx-yy.
DOI Link 2209
BibRef

Mazurek, P.[Przemyslaw],
Convolutional Neural Network Reference for Track-Before-Detect Applications,
RS(15), No. 18, 2023, pp. 4629.
DOI Link 2310
BibRef

Wu, X.H.[Xing-Hui], Ding, J.[Jieru], Wang, Z.Y.[Zhi-Yi], Wang, M.[Min],
Dynamic Programming-Based Track-before-Detect Algorithm for Weak Maneuvering Targets in Range-Doppler Plane,
RS(16), No. 14, 2024, pp. 2639.
DOI Link 2408
BibRef

Zou, Y.Q.[Ying-Quan], Peng, J.Y.[Jia-Yu], Li, J.F.[Jing-Fu], Huang, C.[Chong], Li, D.G.[Dong-Gen], Xiao, P.[Pei], Tafazolli, R.[Rahim],
Transformer-Based Track-Before-Detect Framework for Weak Target Tracking in Low SNR Environment,
SPLetters(33), 2026, pp. 2610-2614.
IEEE DOI 2607
Elementary particles, Tracking, Imputation, Signal to noise ratio, Trajectory, Filtering, Measurement, Modeling, Zinc, Signal detection, transformer BibRef

Liang, M.C.[Ming-Chao], Kropfreiter, T.[Thomas], Meyer, F.[Florian],
A BP Method for Track-Before-Detect,
SPLetters(30), 2023, pp. 1137-1141.
IEEE DOI 2310
Belief Propagation (BP). Many, low-observable. BibRef


Davey, S.J., Bessell, T., Cheung, B., Rutten, M.,
Track before Detect for Space Situation Awareness,
DICTA15(1-7)
IEEE DOI 1603
image registration BibRef

Vu, H.X., Davey, S.J.,
Track-Before-Detect Using Histogram PMHT and Dynamic Programming,
DICTA12(1-8).
IEEE DOI 1303
Probabilistic Multi-Hypothesis Tracker. BibRef

Tekinalp, S., Alatan, A.A.,
Efficient Bayesian Track-Before-Detect,
ICIP06(2793-2796).
IEEE DOI 0610
BibRef

Chapter on Motion -- Feature-Based, Long Range, Motion and Structure Estimates, Tracking, Surveillance, Activities continues in
Tracking Known Objects, Models, Points, Robot Hand-Eye Tracking .


Last update:Jul 24, 2026 at 15:25:55