Yuxuan Xia

Orcid: 0000-0002-2788-7911

According to our database1, Yuxuan Xia authored at least 43 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Optimization of Torque-Control Model for Quasi-Direct-Drive Knee Exoskeleton Robots Based on Regression Forecasting.
Sensors, March, 2024

LXL: LiDAR Excluded Lean 3D Object Detection With 4D Imaging Radar and Camera Fusion.
IEEE Trans. Intell. Veh., January, 2024

LiDAR Point Cloud-based Multiple Vehicle Tracking with Probabilistic Measurement-Region Association.
CoRR, 2024

Boosting Few-Shot Segmentation via Instance-Aware Data Augmentation and Local Consensus Guided Cross Attention.
CoRR, 2024

2023
Trajectory PMB Filters for Extended Object Tracking Using Belief Propagation.
IEEE Trans. Aerosp. Electron. Syst., December, 2023

Deep Learning for Model-Based Multiobject Tracking.
IEEE Trans. Aerosp. Electron. Syst., December, 2023

GNN-PMB: A Simple but Effective Online 3D Multi-Object Tracker Without Bells and Whistles.
IEEE Trans. Intell. Veh., February, 2023

Deep Instance Segmentation With Automotive Radar Detection Points.
IEEE Trans. Intell. Veh., January, 2023

Poisson Multi-Bernoulli Mixture Filter With General Target-Generated Measurements and Arbitrary Clutter.
IEEE Trans. Signal Process., 2023

Gait Phase Classification of Lower Limb Exoskeleton Based on a Compound Network Model.
Symmetry, 2023

Transformer-Based Multi-Object Smoothing with Decoupled Data Association and Smoothing.
CoRR, 2023

V2X Cooperative Perception for Autonomous Driving: Recent Advances and Challenges.
CoRR, 2023

LEGO: Learning and Graph-Optimized Modular Tracker for Online Multi-Object Tracking with Point Clouds.
CoRR, 2023

LXL: LiDAR Excluded Lean 3D Object Detection with 4D Imaging Radar and Camera Fusion.
CoRR, 2023

Set-Type Belief Propagation with Applications to Mapping, MTT, SLAM, and SLAT.
CoRR, 2023

Deep Fusion of Multi-Object Densities Using Transformer.
Proceedings of the IEEE International Conference on Acoustics, 2023

An Efficient Implementation of the Extended Object Trajectory PMB Filter Using Blocked Gibbs Sampling.
Proceedings of the 26th International Conference on Information Fusion, 2023

Click-Through Rate Prediction Models based on Interest Modeling.
Proceedings of the 2023 5th International Conference on Big Data Engineering, 2023

2022
Multiple Object Trajectory Estimation Using Backward Simulation.
IEEE Trans. Signal Process., 2022

Poisson Multi-Bernoulli Approximations for Multiple Extended Object Filtering.
IEEE Trans. Aerosp. Electron. Syst., 2022

GNN-PMB: A Simple but Effective Online 3D Multi-Object Tracker without Bells and Whistles.
CoRR, 2022

Can Deep Learning be Applied to Model-Based Multi-Object Tracking?
CoRR, 2022

Contrastive Learning for Automotive mmWave Radar Detection Points Based Instance Segmentation.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Scene Separation & Data Selection: Temporal Segmentation Algorithm for Real-time Video Stream Analysis.
Proceedings of the 1st International Workshop on Spatio-Temporal Reasoning and Learning (STRL 2022) co-located with the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI 2022, 2022

A comparison between PMBM Bayesian track initiation and labelled RFS adaptive birth.
Proceedings of the 25th International Conference on Information Fusion, 2022

2021
A Poisson Multi-Bernoulli Mixture Filter for Coexisting Point and Extended Targets.
IEEE Trans. Signal Process., 2021

An Uncertainty-Aware Performance Measure for Multi-Object Tracking.
IEEE Signal Process. Lett., 2021

Learning-Based Extended Object Tracking Using Hierarchical Truncation Measurement Model With Automotive Radar.
IEEE J. Sel. Top. Signal Process., 2021

Deep Instance Segmentation with High-Resolution Automotive Radar.
CoRR, 2021

Next Generation Multitarget Trackers: Random Finite Set Methods vs Transformer-based Deep Learning.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

2020
Trajectory Poisson Multi-Bernoulli Filters.
IEEE Trans. Signal Process., 2020

Extended Object Tracking Using Hierarchical Truncation Model with Partial-View Measurements.
Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

Extended Object Tracking Using Hierarchical Truncation Measurement Model with Automotive Radar.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Backward Simulation for Sets of Trajectories.
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

Spatiotemporal Constraints for Sets of Trajectories with Applications to PMBM Densities.
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

Trajectory multi-Bernoulli filters for multi-target tracking based on sets of trajectories.
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

2019
Poisson Multi-Bernoulli Mixtures for Sets of Trajectories.
CoRR, 2019

Extended target Poisson multi-Bernoulli mixture trackers based on sets of trajectories.
Proceedings of the 22th International Conference on Information Fusion, 2019

Gaussian implementation of the multi-Bernoulli mixture filter.
Proceedings of the 22th International Conference on Information Fusion, 2019

2018
Likelihood-Based Data Association for Extended Object Tracking Using Sampling Methods.
IEEE Trans. Intell. Veh., 2018

An Implementation of the Poisson Multi-Bernoulli Mixture Trajectory Filter via Dual Decomposition.
Proceedings of the 21st International Conference on Information Fusion, 2018

Poisson Multi-Bernoulli Mixture Trackers: Continuity Through Random Finite Sets of Trajectories.
Proceedings of the 21st International Conference on Information Fusion, 2018

2017
Performance evaluation of multi-bernoulli conjugate priors for multi-target filtering.
Proceedings of the 20th International Conference on Information Fusion, 2017


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