机车司机工作状态识别监督系统应用研究

Application of the Supervisory System to the Locomotive Driver’s Operation Mode

分析了铁路交通安全中出现事故的原因;研制了机车司机工作状态监督系统;采用肤色模板和脸部特征对司机是否在座位上正确就坐进行检测;采用人脸识别的方法对司机值乘中的工作状态进行识别,对发呆和睡眠状态及时进行报警。线路试验表明,此系统的识别率高,有较高的工程实用价值。

Accidents in the railway transport caused by the drivers are analyzed. And a supervisory system for the locomotive driver’s operation mode is proposed. Based on the model of the skin color and the face feature, the gesture of the locomotive driver is identified and reserved. The alarm will be raised when the inopportune operation modes, such as idleness and sleepiness are occurred. Field tests show that there is a high correct rate for the system.