Research on algorithms of Gabor wavelet neural network based on parallel structure

被引：0
|
作者：
Xu, Tingfa [1 ]
Nie, Zefeng [1 ]
Yao, Jianmin [1 ]
Ni, Guoqiang [1 ]
机构：
[1] Beijing Inst Technol, Sch Informat Sci & Technol, Lab Photoelect Imaging & Informat Engn, Beijing 100081, Peoples R China
来源：
AGENT COMPUTING AND MULTI-AGENT SYSTEMS | 2006年 / 4088卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Aiming at image target recognition, a novel algorithm of Gabor wavelet neural network based on parallel structure is proposed in this paper, and the system of neural network for multi-target recognition is designed. Based on the characteristics of multi-CPU parallel structure and the parallel property of neural network, the algorithm of Gabor wavelet neural network is proved theoretically. The relevant algorithm structure is designed; the training and recognizing algorithms for image target recognition are given out. Finally, the simulation experiment for 4 types of plane targets indicated that recognition rate reached 98%+, recognizing time was 40ms.
引用
收藏
页码：520 / 527
页数：8
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