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基于机器视觉的驾驶人使用手持电话行为检测

, PP. 1688-1695

Keywords: 信息处理技术,驾驶行为,机器视觉,手持电话

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Abstract:

为了对驾驶过程中使用手持电话行为实施监控和预警,提出了一种基于机器视觉的驾驶人使用手持电话行为检测方法。该方法使用ASM算法分割出面部肤色区域,并运用F-BError算法在头部发生偏转时对肤色区域进行跟踪。在此基础上,提出用自适应肤色范围提取算法进行肤色检测,并确定手部图像候选区域。提出了CMOG特征描述手部图像,并综合使用CMOG特征与HOG特征在手部图像候选区域中确定驾驶人的手部图像。最后,运用三模式逻辑判别方法判别驾驶人使用手持电话的行为。实验结果表明:该方法能够有效检测出驾驶人在驾驶过程中使用手持电话的行为。

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