Title :
Study on obtaining method of original signal of on-line Chinese signature
Author :
Yuan, Ning ; Luan, Hong ; Zhou, Guodong
Author_Institution :
Sch. of Inf. Sci. & Eng., Univ. of Jinan, Jinan, China
Abstract :
Original signature through writing pad and other input devices may lead to noise and other unnecessary information, in order to minimize error, treatment of smoothing and noise reduction is needed. In this paper, corresponding algorithm for noise reduction is proposed. In order to make treated data signal adapt to circuit convolution operation in shift between spline wavelet and dyadic wavelet, curve fitting is made for every stroke so that every stroke become a periodic function, which lay a good foundation for further identification of Chinese signature and design of classifier.
Keywords :
convolution; curve fitting; digital signatures; handwriting recognition; natural language processing; pattern classification; signal denoising; splines (mathematics); wavelet transforms; circuit convolution operation; classifier design; curve fitting; data signal; dyadic wavelet; error minimization; noise reduction; online Chinese signature identification; original signature; periodic function; spline wavelet; Lead; Identification of Online Chinese Signature; Linear Interpolation; Periodic Fitting;
Conference_Titel :
Electronics and Optoelectronics (ICEOE), 2011 International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-61284-275-2
DOI :
10.1109/ICEOE.2011.6013330