| 监控视频中多目标的检测与跟踪研究 |
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| 引用本文： | 王昊.监控视频中多目标的检测与跟踪研究[J].电脑与信息技术,2012,20(5):34-36. |
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| 作者姓名： | 王昊 |
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| 作者单位： | 中国人民公安大学,北京,102623 |
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| 基金项目： | 中央高校基本科研业务费专项资金资助（项目编号：YX11128） |
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| 摘 要： | 通过对静态背景下多运动目标监控视频的研究，分析得到了视频图像序列中运动目标的特性，实现了背景预测目标检测法。在此基础上，实现了MeanShift目标跟踪算法，取得较为满意的跟踪结果，并给出了形心多目标跟踪方法的具体实现。通过实验证明该方法可同时实现对多个人体运动目标的实时跟踪，具有一定的理论和实用价值。
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| 关 键 词： | 背景预测法 Mean Shift目标跟踪方法 形心多目标跟踪方法 |
Study on Monitor Video Multi-target Detection and Tracking |
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| WANG Hao.Study on Monitor Video Multi-target Detection and Tracking[J].Computer and Information Technology,2012,20(5):34-36. |
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| Authors: | WANG Hao |
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| Affiliation: | WANG Hao (Chinese People＇s Public Security University,Beiiing 102623,China) |
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| Abstract: | According to the analysis of multiple moving objects in a static context of surveillance video, the paper draws the characteristics of the moving objects in video sequences,and marerizlizes the background prediction method. On this basis, realized the Mean Shift tracking algorithm and obtain satisfactory tracking results, and giving a condrete realization of the centroid target tracking methods. It proves that the method can be to achieve real-time moving target multiple body track, possessing some theoretical and practical value. |
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| Keywords: | background prediction method Mean Shift tracking algorithm centroid target tracking method |
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