| Mean-Shift跟踪算法研究及LabVIEW实现 |
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| 引用本文： | 王明. Mean-Shift跟踪算法研究及LabVIEW实现[J]. 浙江万里学院学报, 2010, 23(2): 85-90,95 |
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| 作者姓名： | 王明 |
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| 作者单位： | 宁波大红鹰学院,浙江,宁波,315175 |
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| 摘 要： | 介绍了Mean-Shift目标跟踪算法的基本原理,针对核函数带宽在跟踪过程中固定不变的问题,给出了改进的Camshift方法,同时,讨论了基于Kalman滤波的目标模型更新算法。利用LabVIEW实现了Mean-Shift目标跟踪算法,实验表明该方法可以对室外场景单个物体和多个物体进行跟踪,可以应用于视频监控领域。
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| 关 键 词： | Mean-Shift 目标跟踪 核函数带宽 目标模型更新 |
Research on Mean-shift Tracking Algorithm and LabVIEW Implementation |
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| WANG Ming. Research on Mean-shift Tracking Algorithm and LabVIEW Implementation[J]. Journal of Zhejiang Wanli University, 2010, 23(2): 85-90,95 |
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| Authors: | WANG Ming |
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| Affiliation: | WANG Ming (Ningbo Dahongying University,Ningbo Zhejiang 315175) |
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| Abstract: | This paper describes basic principles of Mean-shift tracking algorithm in detail,considering the issue that Kernel function bandwidth is not changeable during the object tracking process,presents an improved Camshift method,and discusses object model update algorithm based on Kalman filters. Mean-Shift object tracking algorithm is realized by using LabVIEW. Experimental results show that the proposed method can track moving single indoor object or multi outdoor object successfully and can be applied in the ... |
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| Keywords: | Mean-Shift |
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