| 人体运动检测的光流与肤色融合方法 |
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| 引用本文： | 施家栋,王建中. 人体运动检测的光流与肤色融合方法[J]. 北京理工大学学报, 2009, 29(4): 347-350 |
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| 作者姓名： | 施家栋 王建中 |
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| 作者单位： | 北京理工大学,爆炸科学与技术国家重点实验室,北京100081 |
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| 基金项目： | 国家部委预研项目，国家重点实验室自主研究项目 |
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| 摘 要： | 针对复杂背景环境中光流法难以检测出完整的人体目标区域的问题,提出了一种融合光流和肤色信息的人体运动检测方法.对视频序列进行光流分析,确定目标的运动区域;同时基于马氏距离检测出肤色区域;并对光流和肤色信息进行数据融合,分割出人体运动区域.实验结果表明,该方法能够有效地检测出完整的人体目标.
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| 关 键 词： | 人体运动 光流法 马氏距离 肤色检测 |
| 收稿时间： | 2008-06-26 |
Detection of Human Motion Using a Fusion Method Based on Optical Flow and Skin Color |
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| SHI Jia-dong and WANG Jian-zhong. Detection of Human Motion Using a Fusion Method Based on Optical Flow and Skin Color[J]. Journal of Beijing Institute of Technology(Natural Science Edition), 2009, 29(4): 347-350 |
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| Authors: | SHI Jia-dong and WANG Jian-zhong |
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| Affiliation: | State Key Laboratory of Explosion Science and Technology;Beijing Institute of Technology;Beijing 100081;China |
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| Abstract: | Optical flow algorithm has its difficultly in detecting the whole human region in the complex environment.An integrated method of detecting human motion based on optical flow and skin color is proposed.The motion region is detected by optical flow computation.Skin detection then concurred by computing the Mahalanobis distance.A whole object is detected by a fusion method based on optical flow and skin color.Experimental results showed that the method permits the detection of the whole human object. |
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| Keywords: | human motion optical flow mahalanobis distance skin detection |
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