| 李 梦,韩帮国.双参数车辆行驶偏离提醒与预警策略研究[J].电子测量与仪器学报,2020,34(10):66-74 |
| 双参数车辆行驶偏离提醒与预警策略研究 |
| Study on prompting and alarming strategy of two-parameter vehicle driving deviation |
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| DOI： |
| 中文关键词: 最大类间方差法 Fit Line 直线拟合 双参数预警 VBAI |
| 英文关键词:Maximum inter-class variance method Fit Line fitting double-parameter warning VBAI |
| 基金项目:安徽省高校优秀青年人才支持计划(gxyq2019053)资助项目 |
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| 中文摘要: |
| 为提高车辆行驶偏离测量与干预的准确性,提出双参数偏离测量与干预策略。 借助 VBAI 进行图像处理,利用最大类
间方差法求解出不同环境下最佳二值化分割阈值。 设计灰度采集线获得车道边缘点,借助 Fit Line 算法拟合边缘点完成车道
线识别。 根据预警模型对相对航偏角与像素距离比进行分析,将提醒或预警的干预结果显示在界面上。 经道路实测,报警准确
率在 97. 7%以上,处理速度高于 1 / 42 s/ 帧。 系统对提高行驶安全性,降低偏离引起的交通事故有着实际的应用价值。 |
| 英文摘要: |
| In order to improve the accuracy of driving deviation measurement and intervention, the strategy of two-parameter deviation
measurement and intervention is proposed. VBAI was used for image processing, and the optimal binarization segmentation threshold
under different environments was automatically solved by using the maximum inter-class variance method. The gray acquisition Lines
ware designed to obtain the lane edge points, and the Fit Line algorithm was used to fit the edge points to complete the lane line
recognition. According to the prediction model, two parameters of the relative deviation angle and the ratio of pixel distance ware
analyzed, and the different intervention results of prompting or alarming ware displayed on the interface. Measured by the road, the
alarm accuracy was over 97. 7%, and the processing speed was higher than 1 / 42 s/ frames. The system has practical application value to
improve driving safety and reduce traffic accidents caused by deviation. |
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