| 基于颜色和边缘特征的均值迁移目标跟踪算法 |
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| 引用本文： | 郑玉凤,马秀荣,赵晓琳,王新闯,郭亲弟.基于颜色和边缘特征的均值迁移目标跟踪算法[J].光电子．激光,2011(8):1231-1235. |
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| 作者姓名： | 郑玉凤 马秀荣 赵晓琳 王新闯 郭亲弟 |
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| 作者单位： | 天津理工大学计算机与通信工程学院通信器件教育部工程研究中心薄膜电子与通信器件天津市重点实验室；;天津理工大学计算机与通信工程学院通信器件教育部工程研究中心薄膜电子与通信器件天津市重点实验室；;天津理工大学计算机与通信工程学院通信器件教育部工程研究中心薄膜电子与通信器件天津市重点实验室；;天津理工大学计算机与通信工程学院通信器件教育部工程研究中心薄膜电子与通信器件天津市重点实验室；;天津理工大学计算机与通信工程学院通信器件教育部工程研究中心薄膜电子与通信器件天津市重点实验室； |
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| 基金项目： | 天津市科技创新专项资金资助项目(10FDZDGX00400) |
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| 摘 要： | 综合颜色特征对旋转、变形不敏感和边缘特征对光照、颜色不敏感的优点，提出了一种基于颜色和边缘特征的均值迁移目标跟踪算法，提高了跟踪算法的鲁棒性。利用加权求和的方法获得联合特征的Bhattacharyya系数，以此作为衡量目标模型与候选目标相似程度的依据。实验结果表明，在光照变化时，本文算法的跟踪误差大约是基于颜色特征的均...
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| 关 键 词： | 目标跟踪 均值迁移 颜色特征 边缘特征 Bhattacharyya系数 |
Mean shift target tracking algorithm based on color and edge features |
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| ZHENG Yu-feng,MA Xiu-rong,ZHAO Xiao-lin,WANG Xin-chuang and GUO Qin-di.Mean shift target tracking algorithm based on color and edge features[J].Journal of Optoelectronics·laser,2011(8):1231-1235. |
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| Authors: | ZHENG Yu-feng MA Xiu-rong ZHAO Xiao-lin WANG Xin-chuang and GUO Qin-di |
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| Affiliation: | Tianjin Key Laboratory of Film Electronic and Communication Device,Engineering Research Center of Communication Devices of Ministry of Education,School of Computer and Communication Engineering,Tianjin University of Technology,Tianjin 300384,China;Tianjin Key Laboratory of Film Electronic and Communication Device,Engineering Research Center of Communication Devices of Ministry of Education,School of Computer and Communication Engineering,Tianjin University of Technology,Tianjin 300384,China;Tianjin Key Laboratory of Film Electronic and Communication Device,Engineering Research Center of Communication Devices of Ministry of Education,School of Computer and Communication Engineering,Tianjin University of Technology,Tianjin 300384,China;Tianjin Key Laboratory of Film Electronic and Communication Device,Engineering Research Center of Communication Devices of Ministry of Education,School of Computer and Communication Engineering,Tianjin University of Technology,Tianjin 300384,China;Tianjin Key Laboratory of Film Electronic and Communication Device,Engineering Research Center of Communication Devices of Ministry of Education,School of Computer and Communication Engineering,Tianjin University of Technology,Tianjin 300384,China |
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| Abstract: | A mean shift tracking algorithm based on color and edge features is proposed.The proposed algorithm combines the advantage of color feature that it is not sensitive to rotation and deformation and the advantage of edge feature that it is not sensitive to illumination changes and color changes.The robustness of the tracking algorithm is improved.As a measure of similarity between the target model and the candidate target,the Bhattacharyya coefficient of the combined features is obtained with weig... |
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| Keywords: | target tracking mean shift color feature edge feature Bhattacharyya coefficient |
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