| AVE监控系统中基于轨迹约束的目标检索方法 |
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| 引用本文： | 刘启芳,赵刚,何彬.AVE监控系统中基于轨迹约束的目标检索方法[J].计算机工程与设计,2012,33(9):3475-3480. |
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| 作者姓名： | 刘启芳 赵刚 何彬 |
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| 作者单位： | 1. 华中师范大学国家数字化学习工程技术研究中心,湖北武汉,430079
2. 华中师范大学国家数字化学习工程技术研究中心,湖北武汉430079;华中师范大学信息技术系,湖北武汉430079 |
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| 基金项目： | 中央高校基本科研专项基金项目(CCNU2009002);武汉青年科技晨光计划基金项目(201050231066) |
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| 摘 要： | 针对增强虚拟环境(AVE)视频监控系统,提出了一种基于目标二维图像特征和三维空时特征并进行轨迹约束的运动车辆检索方法.二维检索中采用SURF特征匹配进行目标精确定位；三维检索中通过提取运动目标空时特征,充分利用AVE系统中摄像头关联信息进行关联分析,缩小目标搜索范围.实验结果表明,该算法具有较高的检索效率与精度,特别适用于多摄像头AVE监控系统中目标快速定位,掌握其在监控区域中的全空间运动信息.
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| 关 键 词： | 监控系统 视频检索 轨迹约束 运动分析 SURF特征 |
Moving target retrieval method based on track constraint for AVE surveillance system |
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| LIU Qi-fang
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ZHAO Gang
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HE Bin.Moving target retrieval method based on track constraint for AVE surveillance system[J].Computer Engineering and Design,2012,33(9):3475-3480. |
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| Authors: | LIU Qi-fang ZHAO Gang HE Bin |
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| Affiliation: | 1(1.National Engineering Research Center for E-Learning,Huazhong Normal University,Wuhan 430079,China; 2.Department of Information Technology,Huazhong Normal University,Wuhan 430079,China) |
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| Abstract: | For augmented virtual environment(AVE) video surveillance system,a moving target retrieval method based on trajec-tory constraints using target’s 2D image feature and 3D Temporal & Spatial feature is proposed in the paper.Firstly,SURF features are used for accurate positioning of target during two-dimensional retrieval process.Secondly,as for three-dimensional retrieval,the computing method of moving block’s Temporal&Spatial Feature for AVE surveillance system is also elaborated,then making the full use of associated information for relational analysis in order to narrow the search scope.Experimental results show that this algorithm has good performances of retrieval efficiency and accuracy,and is particularly applied to multi-camera AVE surveillance system to realize the target’s quick positioning and know its full space motion information in the monitoring area. |
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| Keywords: | surveillance system video retrieval trajectory constraints motion analysis SURF |
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