A comprehensive laser image dataset for real-time measurement of wheelset geometric parameters
Yuezeng Song,
Zhenyan Ji,
Xiaoxuan Guo
et al.
Abstract:Railway transportation has experienced significant growth worldwide, offering numerous benefits to society. Most railway accidents are caused by wheelset faults so it’s significant to monitor wheelset conditions. Therefore, we need to collect wheelset images, repaint them, extract laser stripe centerlines, construct 3D contour, and measure their geometric parameters to judge the wheelset’s conditions. Deep learning can fulfill the tasks satisfyingly because it’s adaptable, robust, and generalize compared with … Show more
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