中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Moving target detection and classification using spiking neural networks (EI CONFERENCE)

文献类型:会议论文

作者Sun H.; Wang Z.; Wang Z.; Wang P.; Sun H.
出版日期2012
会议名称2nd Sino-Foreign-Interchange Workshop on Intelligent Science and Intelligent Data Engineering, IScIDE 2011, October 23, 2011 - October 25, 2011
会议地点Xi'an, China
关键词We proposed a spiking neural network (SNN) to detect moving target in video streams and classify them into real categorization in this paper. The proposed SNN uses spike trains to encoding information such as the gray value of pixels or feature parameters of the target detects moving target by simulating the visual cortex for motion detection in biological system with axonal delays and classify them into different categorizations according to their distance to categorization's centers found by Hebb learning rule. The experimental results show that the proposed SNN is promising in intelligence computation and applicable in general visual surveillance system. 2012 Springer-Verlag.
页码210-217
收录类别EI
源URL[http://ir.ciomp.ac.cn/handle/181722/33130]  
专题长春光学精密机械与物理研究所_中科院长春光机所知识产出_会议论文
推荐引用方式
GB/T 7714
Sun H.,Wang Z.,Wang Z.,et al. Moving target detection and classification using spiking neural networks (EI CONFERENCE)[C]. 见:2nd Sino-Foreign-Interchange Workshop on Intelligent Science and Intelligent Data Engineering, IScIDE 2011, October 23, 2011 - October 25, 2011. Xi'an, China.

入库方式: OAI收割

来源:长春光学精密机械与物理研究所

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