| 基于计算机视觉技术的人脸检测系统设计 |
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| 引用本文： | 王斌,郭攀,张坤,黄乐.基于计算机视觉技术的人脸检测系统设计[J].电子设计工程,2011,19(16):38-41. |
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| 作者姓名： | 王斌 郭攀 张坤 黄乐 |
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| 作者单位： | 长安大学信息工程学院,陕西西安,710064 |
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| 摘 要： | 通过对基于Haar-like特征的AdaBoost人脸检测算法研究,利用由该算法训练的级联分类器和计算机视觉类库OpenCV进行人脸检测系统设计,实现了基于静态图像、摄像头视频和avi视频的人脸检测与标记,以及标记后的人脸区域图像实时显示和存盘。此外,在VC＋＋6.0环境下实现了对人脸检测系统软件界面的开发。实验结果表...
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| 关 键 词： | 计算机视觉 人脸检测 AdaBoost算法 Haar-like特征 OpenCV |
The design of face detection system based on computer vision technology |
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| WANG Bin,GUO Pan,ZHANG Kun,HUANG Le.The design of face detection system based on computer vision technology[J].Electronic Design Engineering,2011,19(16):38-41. |
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| Authors: | WANG Bin GUO Pan ZHANG Kun HUANG Le |
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| Affiliation: | (College of Information Engineering,Chang’an University,Xi’an 710064,China) |
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| Abstract: | Through the research for AdaBoost face detection algorithm based on Haar-like features,make use of the cascade classifier trained by this algorithm and computer vision library OpenCV to design a face detection system,realize face detection and mark based on static image,camera video and avi video,finish displaying and saving the face region images marked by rectangles real-timely.Besides,achieve the development of software interface by VC＋＋ 6.0.The experiment result shows that the face detection system has features of short develop cycle,rapid detection,real-time and high detection rate,which can be used for the bases of face recognition system and face tracking system. |
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| Keywords: | computer vision face detection AdaBoost algorithm Haar-like feature OpenCV |
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