Intelligent Image-Based Railway Inspection System Using Deep Learning-Based Object Detection and Weber Contrast-Based Image Comparison

Intelligent Image-Based Railway Inspection System Using Deep Learning-Based Object Detection and Weber Contrast-Based Image Comparison

For sustainable operation and maintenance of urban railway infrastructure, intelligent visual inspection of the railway infrastructure attracts increasing attention to avoid unreliable, manual observation by humans at night, while trains do not operate. Although various automatic approaches were pro...

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Bibliographic Details
Main Authors: Jinbeum Jang, Minwoo Shin, Sohee Lim, Jonggook Park, Joungyeon Kim, Joonki Paik
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Sensors
Subjects:
railway inspection
line scan camera
deep learning
single-shot detector
image comparison
weber contrast
Online Access:https://www.mdpi.com/1424-8220/19/21/4738

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