Yuxuan Xia
Yuxuan Xia
Verified email at chalmers.se - Homepage
Title
Cited by
Cited by
Year
Performance evaluation of multi-Bernoulli conjugate priors for multi-target filtering
Y Xia, K Granström, L Svensson, ÁF García-Fernández
2017 20th International Conference on Information Fusion (FUSION), 2017
352017
Likelihood-based data association for extended object tracking using sampling methods
K Granström, L Svensson, S Reuter, Y Xia, M Fatemi
IEEE Transactions on Intelligent Vehicles 3 (1), 30-45, 2017
312017
Poisson multi-Bernoulli mixture trackers: continuity through random finite sets of trajectories
K Granström, L Svensson, Y Xia, J Williams, ÁF García-Femández
2018 21st International Conference on Information Fusion (FUSION), 2018
282018
Gaussian implementation of the multi-Bernoulli mixture filter
ÁF García-Fernández, Y Xia, K Granström, L Svensson, JL Williams
2019 22nd International Conference on Information Fusion (FUSION), 2019
162019
Extended target Poisson multi-Bernoulli mixture trackers based on sets of trajectories
Y Xia, K Granström, L Svensson, ÁF García-Fernández, JL Williams
2019 22nd International Conference on Information Fusion (FUSION), 2019
132019
An implementation of the Poisson multi-Bernoulli mixture trajectory filter via dual decomposition
Y Xia, K Granström, L Svensson, ÁF García-Fernández
2018 21st International Conference on Information Fusion (FUSION), 2018
132018
Multi-scan implementation of the trajectory Poisson multi-Bernoulli mixture filter
Y Xia, K Granström, L Svensson, ÁF García-Fernández, JL Williams
Journal of Advances in Information Fusion 14 (2), 213-235, 2019
102019
Poisson multi-Bernoulli mixtures for sets of trajectories
K Granström, L Svensson, Y Xia, J Williams, ÁF García-Fernández
arXiv preprint arXiv:1912.08718, 2019
82019
Poisson multi-Bernoulli approximations for multiple extended object filtering
Y Xia, K Granström, L Svensson, M Fatemi, ÁF García-Fernández, ...
arXiv preprint arXiv:1801.01353, 2018
6*2018
Trajectory Poisson multi-Bernoulli filters
ÁF García-Fernández, L Svensson, JL Williams, Y Xia, K Granström
IEEE Transactions on Signal Processing 68, 4933-4945, 2020
52020
Extended object tracking with automotive radar using learned structural measurement model
Y Xia, P Wang, K Berntorp, P Boufounos, PV Orlik, L Svensson, ...
2020 IEEE Radar Conference (RadarConf20), 1-6, 2020
12020
Trajectory multi-Bernoulli filters for multi-target tracking based on sets of trajectories
ÁF García-Fernández, L Svensson, JL Williams, Y Xia, K Granström
2020 IEEE 23rd International Conference on Information Fusion (FUSION), 1-8, 2020
12020
Extended object tracking using hierarchical truncation model with partial-view measurements
Y Xia, P Wang, K Berntorp, H Mansour, P Boufounos, PV Orlik
2020 IEEE 11th Sensor Array and Multichannel Signal Processing Workshop (SAM …, 2020
12020
Extended object tracking using hierarchical truncation measurement model with automotive radar
Y Xia, P Wang, K Berntorp, T Koike-Akino, H Mansour, M Pajovic, ...
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
12020
Spatiotemporal constraints for sets of trajectories with applications to PMBM densities
K Granström, L Svensson, Y Xia, AF Garcia-Fernandez, J Williams
2020 23rd International Conference on Information Fusion (FUSION), 2020
12020
Multitarget tracking with transformers
J Pinto, G Hess, W Ljungbergh, Y Xia, L Svensson, H Wymeersch
arXiv preprint arXiv:2104.00734, 2021
2021
Learning-based extended object tracking using hierarchical truncation measurement model with automotive radar
Y Xia, P Wang, KOE Berntorp, L Svensson, K Granström, H Mansour, ...
IEEE Journal of Selected Topics in Signal Processing, 2021
2021
A Poisson multi-Bernoulli mixture filter for coexisting point and extended targets
ÁF García-Fernández, JL Williams, L Svensson, Y Xia
arXiv preprint arXiv:2011.04464, 2020
2020
Conjugate priors for Bayesian object tracking
Y Xia
Chalmers University of Technology, 2020
2020
Backward simulation for sets of trajectories
Y Xia, L Svensson, ÁF García-Fernández, K Granström, JL Williams
2020 23rd International Conference on Information Fusion (FUSION), 2020
2020
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Articles 1–20