中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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长春光学精密机械与物... [1]
自动化研究所 [1]
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OAI收割 [2]
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会议论文 [1]
期刊论文 [1]
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2024 [1]
2012 [1]
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Tiny drone object detection in videos guided by the bio-inspired magnocellular computation model
期刊论文
OAI收割
APPLIED SOFT COMPUTING, 2024, 卷号: 163, 页码: 13
作者:
Wang, Gang
;
Yang, Xin
;
Li, Liang
;
Gao, Kai
;
Gao, Jin
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/09/09
Retinal magnocellular pathway
Video object detection
Tiny drone detection
Deep convolutional networks
Visual motion information
Moving target detection and classification using spiking neural networks (EI CONFERENCE)
会议论文
OAI收割
2nd Sino-Foreign-Interchange Workshop on Intelligent Science and Intelligent Data Engineering, IScIDE 2011, October 23, 2011 - October 25, 2011, Xi'an, China
作者:
Sun H.
;
Wang Z.
;
Wang Z.
;
Wang P.
;
Sun H.
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2013/03/25
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.