Maximally Stable Extremal Region Marking-Based Railway Track Surface Defect Sensing

被引:41
作者
Dubey, Ashwani Kumar [1 ]
Jaffery, Zainul Abdin [2 ]
机构
[1] Amity Univ Uttar Pradesh, Amity Sch Engn, Dept Elect & Commun Engn, Noida 201303, India
[2] Cent Univ New Delhi, Jamia Millia Islamia, Dept Elect Engn, Delhi 110025, India
关键词
CMOS; MSER; NDT; VIS; VISUAL INSPECTION SYSTEM; DAMAGE DETECTION; MAINTENANCE;
D O I
10.1109/JSEN.2016.2615333
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Railway track monitoring is a challenging task to avoid railway accidents due to track failures. There are lot many issues involved in the railway accidents but the major involvement is the use of defective railway tracks. The aim of this paper is to present a novel visual inspection technique for detection, marking, and visualization of defected portion in railway tracks. In this paper, maximally stable extremal region technique is used to identify and visualize the geometrical features of the defected regions on the rail head surface in railway track images. Here, three classes of surface defects have been taken. The results are very promising and comprise all the aspects.
引用
收藏
页码:9047 / 9052
页数:6
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