| 驾驶员眼部状态检测研究 |
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| 引用本文： | 胡涛,刘刚.驾驶员眼部状态检测研究[J].计算机工程与应用,2006,42(34):211-213. |
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| 作者姓名： | 胡涛 刘刚 |
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| 作者单位： | 西安理工大学,信息科学系,西安,710048 |
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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。
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| 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 |
| 文章编号： | 1002-8331（2006）34-0211-03 |
| 收稿时间： | 2006-02 |
| 修稿时间： | 2006-02 |
Research of Driver's Eye States Detection |
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| HU Tao,LIU Gang.Research of Driver''''s Eye States Detection[J].Computer Engineering and Applications,2006,42(34):211-213. |
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| Authors: | HU Tao LIU Gang |
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| Abstract: | 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. |
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| Keywords: | mixing skin model self-adapting edge detection characteristic region match eye's characteristic vector LVQ network |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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