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驾驶员眼部状态检测研究 被引量：1

Research of Driver's Eye States Detection
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摘要 对拍摄得到的驾驶员视频帧图像,使用复合肤色模型检测人脸;通过自适应边缘检测、图像增强等方法处理得到特征图像,经特征区域筛选,依据人脸先验知识匹配得到最佳人眼对;提取眼部特征向量,结合LVQ神经网络进行模式识别检测眼部状态,为判断驾驶员是否处于疲劳状态提供判据。 Capture color video images of driver,at first locate driver＇s face by mixing skin model ,second analyzed edge and gray information to search possible eye regions,using experiential knowledge to pick up a pair of characteristic regions which are best match.Finally distill eye＇s characters vector,which are processed by LVQ network to determine eye states.
作者 胡涛 刘刚
机构地区 西安理工大学信息科学系
出处 《计算机工程与应用》 CSCD 北大核心 2006年第34期211-213,共3页 Computer Engineering and Applications
关键词 复合肤色模型 自适应边缘检测 特征区域匹配 眼部特征向量 LVQ(学习向量量化)网络 mixing skin model self-adapting edge detection characteristic region match eye＇s characteristic vector LVQ network
分类号 TP391.41 [自动化与计算机技术—计算机应用技术]
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参考文献7

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二级参考文献17

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共引文献21

同被引文献5

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计算机工程与应用
2006年 第34期

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