| 引用本文: | 牛轶峰,伯晓晨,沈林成.基于可变模板的前视目标跟踪算法.[J].国防科技大学学报,2003,25(5):80-84.[点击复制] |
| NIU Yifeng,BO Xiaochen,SHEN Lincheng.A Forward Looking Object Tracking Algorithm Based on Deformable Template[J].Journal of National University of Defense Technology,2003,25(5):80-84[点击复制] |
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| 基于可变模板的前视目标跟踪算法 |
| 牛轶峰, 伯晓晨, 沈林成 |
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(国防科技大学 机电工程与自动化学院，湖南 长沙 410073)
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| 摘要: |
| 基于图像序列分析的图像制导极大地提高了成像武器的跟踪精度。给出了一种基于可变模板技术和遗传退火算法的图像序列目标跟踪算法。根据目标的物理特征构造出可变模板，定义合适的能量函数，采用遗传退火算法进行优化搜索。实验结果表明，该算法能够精确检测并跟踪目标，具有很快的收敛性和较高的抗噪声性。 |
| 关键词: 目标跟踪 图像序列 可变模板 能量函数 遗传退火算法 |
| DOI： |
| 投稿日期：2003-03-03 |
| 基金项目: |
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| A Forward Looking Object Tracking Algorithm Based on Deformable Template |
| NIU Yifeng, BO Xiaochen, SHEN Lincheng |
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(College of Mechatronics Engineering and Automation, National Univ. of Defense Technology, Changsha 410073, China)
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| Abstract: |
| The image guidance using image sequences analysis improves the shoot accuracy of missiles greatly. In this paper, we present a new method of automatic object recognition and tracking based on deformable template and genetic annealing algorithm. After the constructing object template and defining energy function according to their features, we use genetic annealing algorithm to search for the optimal solution. Experiment results show the method can be applied to detect and track the object efficiently and accurately. |
| Keywords: object tracking image sequences deformable template energy function genetic annealing algorithm |
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