Search Results for author: Jianwei Gong

Found 7 papers, 1 papers with code

Motion planning for off-road autonomous driving based on human-like cognition and weight adaptation

no code implementations27 Apr 2024 YuChun Wang, Cheng Gong, Jianwei Gong, Peng Jia

Then, based on human-like generated trajectories in different environments, we design a primitive-based trajectory planner that aims to mimic human trajectories and cost weight selection, generating trajectories that are consistent with the dynamics of off-road vehicles.

Autonomous Driving Motion Planning

Leveraging Multi-stream Information Fusion for Trajectory Prediction in Low-illumination Scenarios: A Multi-channel Graph Convolutional Approach

1 code implementation18 Nov 2022 Hailong Gong, Zirui Li, Chao Lu, Guodong Du, Jianwei Gong

The optical flow channel is applied to capture the pattern of relative motion between adjacent camera frames and modelled by Spatial-Temporal Graph Convolutional Network (ST-GCN).

Autonomous Vehicles Optical Flow Estimation +1

Adaptive Decision Making at the Intersection for Autonomous Vehicles Based on Skill Discovery

no code implementations24 Jul 2022 Xianqi He, Lin Yang, Chao Lu, Zirui Li, Jianwei Gong

But in uncertain environments, they are not reliable, so learning-based methods are proposed, especially reinforcement learning (RL) methods.

Autonomous Driving Decision Making +3

Orientation-Aware Planning for Parallel Task Execution of Omni-Directional Mobile Robot

no code implementations2 Aug 2021 Cheng Gong, Zirui Li, Xingyu Zhou, Jiachen Li, Jianwei Gong, Junhui Zhou

Omni-directional mobile robot (OMR) systems have been very popular in academia and industry for their superb maneuverability and flexibility.

Position

Autonomous Driving Strategies at Intersections: Scenarios, State-of-the-Art, and Future Outlooks

no code implementations24 Jun 2021 Lianzhen Wei, Zirui Li, Jianwei Gong, Cheng Gong, Jiachen Li

Due to the complex and dynamic character of intersection scenarios, the autonomous driving strategy at intersections has been a difficult problem and a hot point in the research of intelligent transportation systems in recent years.

Autonomous Driving

High-precision target positioning system for unmanned vehicles based on binocular vision

no code implementations17 Sep 2020 Xianqi He, Zirui Li, Xufeng Yin, Jianwei Gong, Cheng Gong

In order to verify the effect of the system, this paper collects the accuracy and calculation time of the output results of the cylinder in different poses.

Pose Estimation Position +1

Learning and Generalizing Motion Primitives from Driving Data for Path-Tracking Applications

no code implementations2 Jun 2018 Boyang Wang, Zirui Li, Jianwei Gong, Yidi Liu, Huiyan Chen, Chao Lu

Therefore, the goal of this paper is to generate the prediction results of lateral commands with confidence regions according to the reference based on the learned motion primitives.

Clustering

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