标题:An adaptive identification system based on Chinese handwriting
作者:Zhao, Yongjian ;Shi, Ce
通讯作者:Zhao, Y
作者机构:[Zhao, Yongjian ] Institute of Information Engineering, Shandong University at Weihai, Weihai, 264209, China;[Shi, Ce ] Institute of Information Engin 更多
会议名称:2011 International Conference on Information Technology, Computer Engineering and Management Sciences, ICM 2011
会议日期:24 September 2011 through 25 September 2011
来源:Proceedings - 2011 International Conference of Information Technology, Computer Engineering and Management Sciences, ICM 2011
出版年:2011
卷:3
页码:136-139
DOI:10.1109/ICM.2011.80
关键词:Identification; Pattern library; Spline fubction; Stroke; Wavelet transformt
摘要:Automatic Chinese handwriting verification is a technique to online verify the handwriting with those in the pattern library by machines. This paper presents an adaptive online Chinese handwriting verification method for personal identification. A group of 4th order B-spline wavelet is developed to make wavelet decomposition for each stroke of the handwriting according to wavelet decomposition formulas of multi-resolution analysis. Furthermore, handwriting feature values of strokes are synthesized through a series of novel formulas so as to extract handwriting features which are rotation invariant, translation invariant and scale invariant. The properties of generalized Rayleigh quotient are analyzed and a stable and reliable pattern library is constructed, which can be dynamically adapted in runtime to model the variation of handwriting. The simulation results show that the proposed method has better stability and reliability. © 2011 IEEE.
收录类别:EI;SCOPUS
资源类型:会议论文;期刊论文
原文链接:https://www.scopus.com/inward/record.uri?eid=2-s2.0-84863042863&doi=10.1109%2fICM.2011.80&partnerID=40&md5=d955534287ff082906afdaf2c762d6cb
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