| 红外与激光融合目标识别方法 |
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| 引用本文： | 仝选悦,吴冉,杨新锋,滕书华,庄祉昀.红外与激光融合目标识别方法[J].红外与激光工程,2018,47(5):526003-0526003(8). |
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| 作者姓名： | 仝选悦 吴冉 杨新锋 滕书华 庄祉昀 |
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| 作者单位： | 1.南阳理工学院 软件学院,河南 南阳 473004; |
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| 基金项目： | 国家自然科学基金（61471371）;湖南省自然科学基金（2015jj3022）;河南省科技攻关项目（132102210215） |
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| 摘 要： | 针对自动目标识别需求，提出了一种激光与红外融合目标识别方法。首先分别对激光与红外两类单源数据分别提取小波矩和投影轮廓特征来表征目标；其次，将两类单源特征进行组合，并对组合后的特征进行约简。考虑到组合多个约简在进行分类时将产生互补信息，基于三种不同观点的约简提出了一种差异性组合分类器的构建方法，对约简后的激光和红外复合数据进行融合识别。最后，通过对激光与红外仿真数据的实验，验证了文中方法的有效性。
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| 关 键 词： | 点云特征 红外特征 特征提取 特征约简 融合识别 |
| 收稿时间： | 2017-12-10 |
Fusion target recognition method of infrared and laser |
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| Affiliation: | 1.School of Software,Nanyang Institute of Technology,Nanyang 473004,China;2.College of Computer and Information Engineering,Nanyang Institute of Technology,Nanyang 473004,China;3.Science and Technology on Automatic Target Recognition Laboratory,National University of Defense Technology,Changsha 410073,China |
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| Abstract: | Aiming at the requirement of automatic target recognition, a method of laser and infrared fusion target recognition is proposed. Firstly, wavelet moment and projection contour feature are extracted respectively from laser and infrared datas respectively. Secondly, two kinds of single source features are combined, and then the features are reduced. Considering the combination of multiple reductions will produce complementary information, three different views of the reduction algorithm are adopted to construct the diversity combination classifier. Then the fusion recognition method of laser and infrared fusion is presented. Finally, the effectiveness of the proposed method is verified by the experiment of laser and infrared simulation data. |
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