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[HTML][HTML] A literature review of Artificial Intelligence applications in railway systems
Nowadays it is widely accepted that Artificial Intelligence (AI) is significantly influencing a
large number of domains, including railways. In this paper, we present a systematic literature …
large number of domains, including railways. In this paper, we present a systematic literature …
A review of applications of visual inspection technology based on image processing in the railway industry
S Liu, Q Wang, Y Luo - Transportation Safety and Environment, 2019 - academic.oup.com
In order to ensure the safety of railway transportation, it is necessary to regularly check for
faults and defects in the railway system. Visual inspection technology is conducive to …
faults and defects in the railway system. Visual inspection technology is conducive to …
Deep multitask learning for railway track inspection
Railroad tracks need to be periodically inspected and monitored to ensure safe
transportation. Automated track inspection using computer vision and pattern recognition …
transportation. Automated track inspection using computer vision and pattern recognition …
A hierarchical extractor-based visual rail surface inspection system
Rail inspection based on visual inspection system (VIS) has drawn much attention recently,
since VIS is automatic, fast, nondestructive, and objective. However, visual rail inspection is …
since VIS is automatic, fast, nondestructive, and objective. However, visual rail inspection is …
MRSDI-CNN: Multi-model rail surface defect inspection system based on convolutional neural networks
Defects on rail surfaces, which have become critical problems, need to be detected and
removed as quickly as possible to ensure the fast, safe, and stable operation of trains. At …
removed as quickly as possible to ensure the fast, safe, and stable operation of trains. At …
A defect detection method for rail surface and fasteners based on deep convolutional neural network
D Zheng, L Li, S Zheng, X Chai, S Zhao… - Computational …, 2021 - Wiley Online Library
As a result of long‐term pressure from train operations and direct exposure to the natural
environment, rails, fasteners, and other components of railway track lines inevitably produce …
environment, rails, fasteners, and other components of railway track lines inevitably produce …
Railway fastener inspection by real-time machine vision
Ç Aytekin, Y Rezaeitabar, S Dogru… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
In this paper, a real-time railway fastener detection system using a high-speed laser range
finder camera is presented. First, an extensive analysis of various methods based on pixel …
finder camera is presented. First, an extensive analysis of various methods based on pixel …
Automated visual inspection of railroad tracks
E Resendiz, JM Hart, N Ahuja - IEEE transactions on intelligent …, 2013 - ieeexplore.ieee.org
Thousands of miles of railroad track must be inspected twice weekly by a human inspector to
maintain safety standards. A computer vision system, consisting of field-acquired video and …
maintain safety standards. A computer vision system, consisting of field-acquired video and …
Rail component detection, optimization, and assessment for automatic rail track inspection
In this paper, we present a real-time automatic vision-based rail inspection system, which
performs inspections at 16 km/h with a frame rate of 20 fps. The system robustly detects …
performs inspections at 16 km/h with a frame rate of 20 fps. The system robustly detects …
[HTML][HTML] Vision based rail track extraction and monitoring through drone imagery
Track detection and gauge measurement are considered as crucial aspects of railway
inspection systems. Traditionally, monitoring by human inspectors was done. Nowadays …
inspection systems. Traditionally, monitoring by human inspectors was done. Nowadays …