| 快速人脸检测系统的设计与实现 |
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| 引用本文： | 吴暾华,周昌乐.快速人脸检测系统的设计与实现[J].计算机应用,2005,25(10):2351-2353. |
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| 作者姓名： | 吴暾华 周昌乐 |
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| 作者单位： | 厦门大学,计算机科学系,福建,厦门,361005 |
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| 摘 要： | 为了快速而准确地在复杂背景的灰度或彩色图像中检测人脸，对实时人脸检测方法做了一些扩展并根据该方法设计实现了一个快速人脸检测系统，系统分为训练和检测两部分，训练方法为AdaBoost算法。测试表明该系统的性能较好。
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| 关 键 词： | 人脸检测 矩形特征 AdaBoost 层叠分类器 |
| 文章编号： | 1001-9081（2005）10-2351-03 |
| 收稿时间： | 2005-04-18 |
| 修稿时间： | 2005-04-182005-06-30 |
Design and implementation of fast face detection system |
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| WU Tun-hua,ZHOU Chang-le.Design and implementation of fast face detection system[J].journal of Computer Applications,2005,25(10):2351-2353. |
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| Authors: | WU Tun-hua ZHOU Chang-le |
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| Affiliation: | Department of Computer Science, Xiamen University, Xiamen Fujian 361005, China |
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| Abstract: | In order to detect faces in gray or color images at high speed and accuracy,some extension to the technology of real-time face detection were made and a rapid face detection system was designed and realized.The training subsystem is based on AdaBoost algorithm.The experiment results show that the extension to Viola's technology is quite successful.The rapid face detection system is divided into two parts,training(or learning) subsystem and detecting subsystem. |
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| Keywords: | face detection rect-feature AdaBoost cascaded classifier |
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