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    Turnout Fault Diagnosis Based on CNNs with Self-Generated Samples 

    Source: Journal of Transportation Engineering, Part A: Systems:;2020:;Volume ( 146 ):;issue: 009
    Author(s): Shize Huang; Lingyu Yang; Fan Zhang; Wei Chen; Zaixin Wu
    Publisher: ASCE
    Abstract: China’s rapid development of high-speed railways has imposed increasing requirements for safety and reliability of signal systems, especially the critical part: turnouts. In this paper, we propose an intelligent fault ...
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    Rail Defect Recognition Based on Waveform Subtraction and Rule Base 

    Source: Journal of Performance of Constructed Facilities:;2021:;Volume ( 036 ):;issue: 001:;page 04021101
    Author(s): Bingjie Zhang; Shize Huang; Lei Zhang; Xingying Li; Xiaolei Xu; Jingmin Lin
    Publisher: ASCE
    Abstract: Internal defects in rail may affect the safety of the train travel and deteriorate the infrastructure of rail transit. However, the existing manual defect detection mode has difficulty coping with the increasing mileage ...
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    Gap Detection of Switch Machines in Complex Environment Based on Object Detection and Image Processing 

    Source: Journal of Transportation Engineering, Part A: Systems:;2020:;Volume ( 146 ):;issue: 008
    Author(s): Ting Tao; Decun Dong; Shize Huang; Wei Chen
    Publisher: ASCE
    Abstract: A turnout, a device to guide tracks, is critical to the safety of high-speed railways. Detecting gaps in switch machines can monitor a turnout’s working performance. Existing gap-detection systems, however, can barely ...
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    Time Series–Based Detection on Tailgating Fare Evasions Using Human Pose Estimation 

    Source: Journal of Transportation Engineering, Part A: Systems:;2022:;Volume ( 148 ):;issue: 007:;page 04022035
    Author(s): Shize Huang; Guanqun Song; Wei Chen; Jinzhe Qin; Xiaowen Liu; Bingjie Zhang; Zhaoxin Zhang
    Publisher: ASCE
    Abstract: Passengers pass ticket barrier gates without paying in metro stations all over the world. This kind of behavior is called fare evasion, and it is troublesome and costly to prevent. As a typical type of fare evasion, ...
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