| 基于D-S证据理论的红外小目标识别方法 |
| |
| 引用本文： | 杨莘元,卓志敏,赵坤,池庆玺.基于D-S证据理论的红外小目标识别方法[J].弹箭与制导学报,2007,27(1):63-66. |
| |
| 作者姓名： | 杨莘元 卓志敏 赵坤 池庆玺 |
| |
| 作者单位： | 哈尔滨工程大学信息与通信工程学院,哈尔滨,150001 |
| |
| 摘 要： | 提出了一种基于D-S证据理论的红外小目标融合识别方法。该方法首先对中红外和远红外成像小目标进行目标特征的提取,然后根据提取的特征利用模糊C均值聚类的方法进行基本概率分配,最后利用改进的D-S组合公式进行融合识别。融合识别试验表明该方法能在传感器工作不正常的情况下仍然可以根据对两个传感器输出的结果进行融合对目标进行有效的识别。
|
| 关 键 词： | 证据理论 目标识别 信息融合 红外目标 |
| 收稿时间： | 2006-06-01 |
| 修稿时间： | 2006-06-012006-08-17 |
Method of IR Small Target Fusion Recognition Based on the D-S Evidence Theory |
| |
| YANG Xin-yuan,ZHUO Zhi-min,ZHAO Kun,CHI Qing-xi.Method of IR Small Target Fusion Recognition Based on the D-S Evidence Theory[J].Journal of Projectiles Rockets Missiles and Guidance,2007,27(1):63-66. |
| |
| Authors: | YANG Xin-yuan ZHUO Zhi-min ZHAO Kun CHI Qing-xi |
| |
| Affiliation: | College of Information and Communication Engineering, Harbin Engineering University, Harbin 150001 ,China |
| |
| Abstract: | A method of IR small target fusion recognition is proposed based on the D-S evidence theory in this paper.This method firstly distilled small target character from the far infrared and middle infrared image, then determined the basic mass function based on that character using fuzzy c-means method, in the end identified the target based on the D-S evidence theory. The experimentation show that this method can identified the target effectively in the case of the two sensor worked abnormality in the same time. |
| |
| Keywords: | D-S evidential theory target recognition information fusion IR target |
| 本文献已被 维普 万方数据 等数据库收录！ |
|
