3DGraphSeg: A Unified Graph Representation- Based Point Cloud Segmentation Framework for Full-Range High-Speed Railway Environments

Author:

Geng Yixuan1ORCID,Wang Zhipeng1ORCID,Jia Limin1ORCID,Qin Yong1ORCID,Chai Yuanyuan2,Liu Keyan1,Tong Lei1

Affiliation:

1. State Key Laboratory of Rail Traffic Control and Safety and the Key Laboratory of Railway Industry of Proactive Safety and Risk Control, Beijing Jiaotong University, Beijing, China

2. JIT Research Institute, Jilin University Zhengyuan Information Technologies Co., Ltd., Beijing, China

Funder

National Key R&D Program of China

National Natural Science Foundation of China

Research Project of State Key Laboratory of Rail Traffic Control and Safety

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Information Systems,Control and Systems Engineering

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Deep learning-based semantic segmentation of three-dimensional point cloud: a comprehensive review;International Journal of Remote Sensing;2024-01-17

2. Leveraging UAVs for Rapid and Hierarchical Railway Intrusion Detection;Proceedings of the 6th International Conference on Electrical Engineering and Information Technologies for Rail Transportation (EITRT) 2023;2024

3. Self-Attentive Local Aggregation Learning With Prototype Guided Regularization for Point Cloud Semantic Segmentation of High-Speed Railways;IEEE Transactions on Intelligent Transportation Systems;2023-10

4. Scale-independent shrinkage broad learning system for wheelset bearing anomaly detection under variable conditions;Mechanical Systems and Signal Processing;2023-10

5. Manifold-Contrastive Broad Learning System for Wheelset Bearing Fault Diagnosis;IEEE Transactions on Intelligent Transportation Systems;2023-09

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