A Vision-Based System for Internal Pipeline Inspection

被引:70
|
作者
Piciarelli, Claudio [1 ]
Avola, Danilo [1 ]
Pannone, Daniele [2 ]
Foresti, Gian Luca [1 ]
机构
[1] Univ Udine, Dept Math Comp Sci & Phys, I-33100 Udine, Italy
[2] Univ Roma La Sapienza, Dept Comp Sci, I-00198 Rome, Italy
关键词
Automatic optical inspection; image processing; machine learning;
D O I
10.1109/TII.2018.2873237
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The internal inspection of large pipeline infrastructures, such as sewers and waterworks, is a fundamental task for the prevention of possible failures. In particular, visual inspection is typically performed by human operators on the basis of video sequences either acquired on-line or recorded for further off-line analysis. In this work, we propose a vision-based software approach to assist the human operator by conveniently showing the acquired data and by automatically detecting and highlighting the pipeline sections where relevant anomalies could occur.
引用
收藏
页码:3289 / 3299
页数:11
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