| 基于肤色特征的AdaBoost人脸检测方法① |
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| 引用本文： | 许书环,孔斌,郑飞.基于肤色特征的AdaBoost人脸检测方法①[J].计算机系统应用,2010,19(6):44-48. |
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| 作者姓名： | 许书环 孔斌 郑飞 |
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| 作者单位： | 1. 中国科学院合肥智能机械研究所,安徽,合肥,230031;中国科学技术大学自动化系,安徽,合肥,230027;安徽省仿生感知与先进机器人技术重点实验室,安徽,合肥,230031
2. 中国科学院合肥智能机械研究所,安徽,合肥,230031;安徽省仿生感知与先进机器人技术重点实验室,安徽,合肥,230031 |
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| 摘 要： | 针对人脸检测准确率和实时性问题，提出了一种基于肤色特征的AdaBoost检测方法。通过将肤色特征应用到AdaBoost检测算法中，提高AdaBoost算法的检测率。实验结果表明，该算法能更好地实现多人脸检测，且减少计算量，保障了实时性的要求。
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| 关 键 词： | 人脸检测 AdaBoost 肤色特征 |
| 收稿时间： | 2009/10/11 0:00:00 |
| 修稿时间： | 2009/12/12 0:00:00 |
AdaBoost Face Detection Based on the Skin-Color Characteristics |
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| XU Shu-Huan,KONG Bin and ZHENG Fei.AdaBoost Face Detection Based on the Skin-Color Characteristics[J].Computer Systems& Applications,2010,19(6):44-48. |
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| Authors: | XU Shu-Huan KONG Bin and ZHENG Fei |
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| Affiliation: | 1. Institute of Intelligent Machines, Chinese Academy of Science, Hefei 230031, China; 2. Department of Automation, University of Science and Technology of China, Hefei 230027, China; 3. The Key Laboratory of Biomimetic Sensing and Advanced Robot Technology, Hefei 230031, China) |
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| Abstract: | To make face detection accurate and in real-time, this paper proposes the face detection method based on the skin-color model of AdaBoost. It can improve the accuracy of the AdaBoost results by applying color characteristics to the AdaBoost. The experimental results show that the method can make more faces detection, reduce the computation and satisfy the real-time demand. |
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| Keywords: | AdaBoost |
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