| 基于肤色和AdaBoost算法的人脸检测 |
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| 引用本文： | 李维维,胡桂明,童刘伟,何隆玲.基于肤色和AdaBoost算法的人脸检测[J].网络安全技术与应用,2012(8):39-41. |
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| 作者姓名： | 李维维 胡桂明 童刘伟 何隆玲 |
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| 作者单位： | 广西大学电气工程学院,广西,530004 |
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| 摘 要： | 本文介绍了一种将肤色信息和AdaBoost算法相结合的人脸检测方法。先用肤色分割法排除掉非肤色区域的干扰,然后用AdaBoost算法训练的分类器对肤色区域进行检测,该方法在保证检测率的同时,大大减少了目标区域的误检率,提高了人脸检测准确率。
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| 关 键 词： | 人脸检测 肤色分割 AdaBoost Haar-like矩形特征 |
Face Detection Based on Skin Color and AdaBoost Algorithm |
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| Li Weiwei,Hu Guiming,Tong Liuwei,He Longling.Face Detection Based on Skin Color and AdaBoost Algorithm[J].Net Security Technologies and Application,2012(8):39-41. |
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| Authors: | Li Weiwei Hu Guiming Tong Liuwei He Longling |
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| Affiliation: | College of Electrical Engineering,Guangxi University,Guangxi,530004,China |
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| Abstract: | In this paper.First, color segmentation is used to exclude the influence of non skin regions,then the cascade classifier based on AdaBoost algorithm is used to check up the candidate face regions. At the time of maintaining the detection rate, the approach of this paper greatly reduce the false detecting rate and improve the face detection accuracy rate. |
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| Keywords: | Face Detection Skin segmentation AdaBoost Haar-like Feature |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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