| 基于PTZ摄像头的视频人脸识别 |
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| 引用本文： | 成维莉,印波. 基于PTZ摄像头的视频人脸识别[J]. 电脑学习, 2011, 0(4): 54-58 |
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| 作者姓名： | 成维莉 印波 |
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| 作者单位： | [1]江办畜牧兽医职业技术学院信息工程系,江苏泰州225300 [2]上海交通大学图像处理与模式识别研究所,上海200240 |
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| 摘 要： | 针对传统的视频人脸识别技术受限于理想的环境条件,无法应用于监控场景的弊端,提出了一种基于PTZ（Pan-Tilt-Zoom,旋转-俯仰-缩放）摄像头的人脸识别方法,并结合AdaBoost人脸检测以及Mean-shift跟踪算法进行了识别。实验结果表明,该方法克服了监控场景图像分辨率低的问题,具有较好的鲁棒性。
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| 关 键 词： | 视频人脸识别 监控场景 PTZ摄像头 AdaBoost Mean-shift |
Video Face Recognition based on the PTZ Camera |
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| CHENG Weili,YIN Bo. Video Face Recognition based on the PTZ Camera[J]. Computer Study, 2011, 0(4): 54-58 |
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| Authors: | CHENG Weili YIN Bo |
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| Affiliation: | 1 Department of Information Engineering;Jiangsu Animal Husbandry ＆ Veterinary College;Taizhou Jiangsu 225300;China; 2 Institute of Image Processing and Pattern Recognition;Shanghai Jiaotong University;Shanghai 200240;China) |
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| Abstract: | The traditional technology of video face recognition is limited by environmental conditions,which can not be used in the surveillance scene.A new face recognition method based on PTZ（Pan-Tilt-Zoom） camera is presented in the paper.Combined with AdaBoost face detection and Mean-shift tracking algorithm,experimental results show that this method overcomes the low resolution issue of surveillance scene and has good robustness. |
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| Keywords: | Video Face Recognition Surveillance Scene PTZ Camera AdaBoost Mean-shift |
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