Morphological self-organizing feature map neural network with applications to automatic target recognition | |
Zhang SJ(张世俊) ; Jing ZL(敬忠良) ; Li JX(李建勋) | |
刊名 | http://epub.edu.cnki.net/grid2008/brief/detailj.aspx?filename=GXKB200501005&dbname=CJFQ2005
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2012-04-24 ; 2012-04-24 | |
关键词 | 李建勋 |
中文摘要 | <正>The rotation invariant feature of the target is obtained using the multi-direction feature extraction property of the steerable filter. Combining the morphological operation top-hat transform with the self-organizing feature map neural network, the adaptive topological region is selected. Using the erosion operation, the topological region shrinkage is achieved. The steerable filter based morphological self-organizing feature map neural network is applied to automatic target recognition of binary standard patterns and real world infrared sequence images. Compared with Hamming network and morphological shared-weight networks respectively, the higher recognition correct rate, robust adaptability, quick training, and better generalization of the proposed method are achieved. |
语种 | 中文 |
其他责任者 | Institute of Aerospace Information and Control School of Electronic Information and Electrical Engineering ; Shanghai Jiao Tong University ; Shanghai 200030 |
内容类型 | 期刊论文 |
源URL | [http://ir.calis.edu.cn/hdl/231030/1574] ![]() |
专题 | 上海交通大学 |
推荐引用方式 GB/T 7714 | Zhang SJ,Jing ZL,Li JX. Morphological self-organizing feature map neural network with applications to automatic target recognition[J]. http://epub.edu.cnki.net/grid2008/brief/detailj.aspx?filename=GXKB200501005&dbname=CJFQ2005,2012, 2012. |
APA | 张世俊,敬忠良,&李建勋.(2012).Morphological self-organizing feature map neural network with applications to automatic target recognition.http://epub.edu.cnki.net/grid2008/brief/detailj.aspx?filename=GXKB200501005&dbname=CJFQ2005. |
MLA | 张世俊,et al."Morphological self-organizing feature map neural network with applications to automatic target recognition".http://epub.edu.cnki.net/grid2008/brief/detailj.aspx?filename=GXKB200501005&dbname=CJFQ2005 (2012). |
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