An Optimized Deep Neural Network for Overhead Contact System Recognition from LiDAR Point Clouds

An Optimized Deep Neural Network for Overhead Contact System Recognition from LiDAR Point Clouds

As vital infrastructures, high-speed railways support the development of transportation. To maintain the punctuality and safety of railway systems, researchers have employed manual and computer vision methods to monitor overhead contact systems (OCSs), but they have low efficiency. Investigators hav...

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Bibliographic Details
Main Authors: Siping Liu, Xiaohan Tu, Cheng Xu, Lipei Chen, Shuai Lin, Renfa Li
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Remote Sensing
Subjects:
deep learning
embedded devices
overhead contact system
optimization
point cloud segmentation
recognition
Online Access:https://www.mdpi.com/2072-4292/13/20/4110

Internet

https://www.mdpi.com/2072-4292/13/20/4110

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