Research On Real-time Detection Algorithm Of Rail-surface Defects Based On Improved YOLOX

Research On Real-time Detection Algorithm Of Rail-surface Defects Based On Improved YOLOX

Real-time detection of rail surface defects is an important part of the future railway automation detection. Because of rail surface defects show multi-scale, small difference between background and prospect, therefore, a improved YOLOX real-time defect detection algorithm is proposed. concretely: F...

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Bibliographic Details
Main Authors: Yongzhi Min, Jicheng Guo, Kun Yang
Format: Article
Language:English
Published: Tamkang University Press 2022-11-01
Series:Journal of Applied Science and Engineering
Subjects:
rail surface defect
yolox
real-time
convolution block attention module
atrous spatial pyramid pooling
focal-efficient intersection over union
Online Access:http://jase.tku.edu.tw/articles/jase-202306-26-6-0006

Internet

http://jase.tku.edu.tw/articles/jase-202306-26-6-0006

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