| 基于聚类肤色模型的人脸检测 |
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| 引用本文： | 丁友东,杜晓凤,李晓强. 基于聚类肤色模型的人脸检测[J]. 上海大学学报(自然科学版), 2007, 13(5): 511-515 |
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| 作者姓名： | 丁友东 杜晓凤 李晓强 |
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| 作者单位： | 上海大学,计算机工程与科学学院,上海,20072;厦门大学,计算机科学系,厦门,361005 |
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| 摘 要： | 在安全检测、人机交互等人脸识别应用中，人脸的检测与定位是前期重要工作.该文提出一种改进的基于亮度聚类的肤色模型，并提出一种新的最佳阈值选择算法，设计了肤色检测算法流程.实验证明该算法提高了人脸检测的速度和鲁棒性.
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| 关 键 词： | 人脸检测 肤色模型 聚类 |
| 文章编号： | 1007-2861（2007）05-0511-05 |
| 收稿时间： | 2007-03-28 |
| 修稿时间： | 2007-03-28 |
Human Face Detection Based on Cluster Skin Color Model |
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| DING You-dong,DU Xiao-feng,Li Xiao-qiang. Human Face Detection Based on Cluster Skin Color Model[J]. Journal of Shanghai University(Natural Science), 2007, 13(5): 511-515 |
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| Authors: | DING You-dong DU Xiao-feng Li Xiao-qiang |
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| Affiliation: | 1. School of Computer Engineering and Science, Shanghai University, Shanghai 200072, China;2. Department of Computer Science, Xiamen University, Xiamen 361005, China |
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| Abstract: | Human face localization and detection is often the first step in applications such as video surveillance and human-computer interface. In this paper, a skin color model based on cluster and a novel selection method of best limit-value is presented . An algorithmic flow for human face skin color detection is es are given to show the improved detection speed of the robustness. |
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| Keywords: | face detection skin model cluster |
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