基于计算机视觉的列车车厢切换状态实时检测系统

Chunlai Feng, Hong Zhu, Wei Xin, Gang Liang, Fengchun Yang
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引用次数: 0

摘要

随着经济的发展,铁路货物运输量不断增加。铁路车厢安全状态的人工检测方式越来越不能适应铁路的发展。提出了一种基于计算机视觉的车厢安全状态实时监控系统,以替代人工监控。从帧中提取线特征。通过对线路特征分布的分析,区分车厢类型和车厢安全状态。该算法计算量小,对噪声和光照干扰具有鲁棒性,具有较好的实时性和可靠性。实验表明,该系统达到了设计要求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A computer vision based train boxcar transfer state real-time detection system
With economic development, the goods transport volume by railway runs up. The manual way of railway boxcar safe state checking cannot adapt to the development of railage more and more. This paper proposed a computer vision based boxcar safe state real-time monitoring system to substitute manual work. Line feature is extracted from the frame. By analyse the distribution of the line feature to differentiate the car type and the boxcar safe state. The little calculating amount of the algorithm and robustness to the noise and illumination disturbance makes it have good real-time quality and dependability. Experiment indicate that the system reach the design requirement.
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