Search Results - "Xiao, Zhongyang"
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1
Monocular Localization with Vector HD Map (MLVHM): A Low-Cost Method for Commercial IVs
Published in Sensors (Basel, Switzerland) (27-03-2020)“…Real-time vehicle localization (i.e., position and orientation estimation in the world coordinate system) with high accuracy is the fundamental function of an…”
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2
Intelligent and connected vehicles: Current status and future perspectives
Published in Science China. Technological sciences (01-10-2018)“…Intelligent connected vehicles (ICVs) are believed to change people’s life in the near future by making the transportation safer, cleaner and more comfortable…”
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3
A Unified Multiple-Target Positioning Framework for Intelligent Connected Vehicles
Published in Sensors (Basel, Switzerland) (26-04-2019)“…Future intelligent transport systems depend on the accurate positioning of multiple targets in the road scene, including vehicles and all other moving or…”
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4
A Flexible Multi-Layer Map Model Designed for Lane-Level Route Planning in Autonomous Vehicles
Published in Engineering (Beijing, China) (01-04-2019)“…An increasing number of drivers are relying on digital map navigation systems in vehicles or mobile phones to select optimal driving routes in order to save…”
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5
Design of a Multi-layer Lane-Level Map for Vehicle Route Planning
Published in MATEC Web of Conferences (01-01-2017)“…With the development of intelligent transportation system, there occurs further demand for high precision localization and route planning, and simultaneously…”
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Journal Article Conference Proceeding -
6
A Hybrid Approach for Cross-Modality Pose Estimation Between Image and Point Cloud
Published in IEEE robotics and automation letters (01-05-2024)“…Cross-modality pose estimation/localization is a critical challenge for multi-sensor-based perception systems, with applications spanning vehicle localization…”
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7
A geometry-driven car-following distance estimation algorithm robust to road slopes
Published in Transportation research. Part C, Emerging technologies (01-05-2019)“…•A method is proposed to estimate car-following gaps adaptive to rough roads with a single camera.•It overcomes the limitation of static calibration using the…”
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Multi-layer VI-GNSS Global Positioning Framework with Numerical Solution aided MAP Initialization
Published in 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (27-09-2021)“…Motivated by the goal of achieving long-term drift-free camera pose estimation in complex scenarios, we propose a global positioning framework fusing visual,…”
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Conference Proceeding -
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Real-time estimation and prediction of tire forces using digital map for driving risk assessment
Published in Transportation research. Part C, Emerging technologies (01-10-2019)“…•We use tire forces to assess driving risk.•All tire forces are estimated by using cascaded observers with only low-cost sensors.•Estimation of tire forces…”
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10
High Precision Vehicle Localization based on Tightly-coupled Visual Odometry and Vector HD Map
Published in 2020 IEEE Intelligent Vehicles Symposium (IV) (19-10-2020)“…Matching low-cost camera and vector HD map is proven to be a practical and effective way of estimating the location and orientation of intelligent vehicles…”
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Conference Proceeding -
11
Poses as Queries: End-to-End Image-to-LiDAR Map Localization With Transformers
Published in IEEE robotics and automation letters (01-01-2024)“…High-precision vehicle localization with commercial setups is a crucial technique for high-level autonomous driving tasks. As a newly emerged approach,…”
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12
A Survey on Monocular Re-Localization: From the Perspective of Scene Map Representation
Published in IEEE transactions on intelligent vehicles (2024)“…Monocular Re-Localization (MRL) is an essential component in autonomous applications, estimating 6 degree-of-freedom ego poses w.r.t. the scene map using…”
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13
DG-SLAM: Robust Dynamic Gaussian Splatting SLAM with Hybrid Pose Optimization
Published 13-11-2024“…Achieving robust and precise pose estimation in dynamic scenes is a significant research challenge in Visual Simultaneous Localization and Mapping (SLAM)…”
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14
Orientation-Aware Multi-Modal Learning for Road Intersection Identification and Mapping
Published in 2024 IEEE International Conference on Robotics and Automation (ICRA) (13-05-2024)“…Accurate identification of road intersections is the pivotal task for automatic construction of high-definition maps, particularly in unstructured scenes…”
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Conference Proceeding -
15
Multimedia Fusion at Semantic Level in Vehicle Cooperactive Perception
Published in 2018 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) (01-07-2018)“…The complete perception of the environment is an important prerequisite for realizing autonomous driving. However, due to the existence of obstructions and the…”
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Conference Proceeding -
16
Multi-layer VI-GNSS Global Positioning Framework with Numerical Solution aided MAP Initialization
Published 05-01-2022“…Motivated by the goal of achieving long-term drift-free camera pose estimation in complex scenarios, we propose a global positioning framework fusing visual,…”
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Journal Article -
17
Spatial-Temporal Segmentation-based Tracking
Published in 2019 IEEE International Conference on Signal, Information and Data Processing (ICSIDP) (01-12-2019)“…Visual tracking, a fundamental task in computer vision, has been criticized less well-posed since reliable target information only given at first frame. In…”
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Conference Proceeding -
18
Map Container: A Map-based Framework for Cooperative Perception
Published 28-08-2022“…The idea of cooperative perception is to benefit from shared perception data between multiple vehicles and overcome the limitations of on-board sensors on…”
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Monocular Vehicle Self-localization method based on Compact Semantic Map
Published in 2018 21st International Conference on Intelligent Transportation Systems (ITSC) (01-11-2018)“…High precision localization is a crucial requirement for the autonomous driving system. Traditional positioning methods have some limitations in providing…”
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Conference Proceeding -
20
Poses as Queries: Image-to-LiDAR Map Localization with Transformers
Published 07-05-2023“…High-precision vehicle localization with commercial setups is a crucial technique for high-level autonomous driving tasks. Localization with a monocular camera…”
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Journal Article