中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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  • 长春光学精密机械与物... [3]
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  • 会议论文 [3]
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  • 2006 [3]
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An object recognition method based on fuzzy theory and BP networks - art. no. 602738 会议论文  OAI收割
2006
Chuan W.; Ming Z.; Dong Y.
收藏  |  浏览/下载:5/0  |  提交时间:2013/03/28
An object recognition method based on fuzzy theory and BP networks (EI CONFERENCE) 会议论文  OAI收割
ICO20: Optical Information Processing, August 21, 2005 - August 26, 2005, Changchun, China
Chuan W.; Ming Z.; Dong Y.
收藏  |  浏览/下载:14/0  |  提交时间:2013/03/25
It is difficult to choose eigenvectors when neural network recognizes object. It is possible that the different object eigenvectors is similar or the same object eigenvectors is different under scaling  shifting  rotation if eigenvectors can not be chosen appropriately. In order to solve this problem  the image is edged  the membership function is reconstructed and a new threshold segmentation method based on fuzzy theory is proposed to get the binary image. Moment invariant of binary image is extracted and normalized. Some time moment invariant is too small to calculate effectively so logarithm of moment invariant is taken as input eigenvectors of BP network. The experimental results demonstrate that the proposed approach could recognize the object effectively  correctly and quickly.  
Parameters analysis of few-modes optical fiber evanescent absorption sensor - art. no. 603208 会议论文  OAI收割
2006
作者:  
Li F.
收藏  |  浏览/下载:6/0  |  提交时间:2013/03/28