Basic processes of Chinese character based on cubic B-spline wavelet transform

Citation
Yy. Tang et al., Basic processes of Chinese character based on cubic B-spline wavelet transform, IEEE PATT A, 23(12), 2001, pp. 1443-1448
Citations number
16
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
ISSN journal
01628828 → ACNP
Volume
23
Issue
12
Year of publication
2001
Pages
1443 - 1448
Database
ISI
SICI code
0162-8828(200112)23:12<1443:BPOCCB>2.0.ZU;2-K
Abstract
In this paper, a novel approach based on cubic B-spline wavelet transform i s proposed to process Chinese character including character compression, ty pe zooming-in, and typeface composition. The basic idea is that a Chinese c haracter is described by its contours which are represented by cubic B-spli ne functions, and each contour is decomposed into the details or the contro l points (wavelet coefficients) at different resolution levels. For charact er compression, there are two methods, one directly treats the details of w avelet coefficients and the other considers the subcurves piecing together at the different resolution levels. In the type zooming-in, the wavelet rec onstruction is used to scale the Chinese character with arbitrary size and the wavelet filter is used to improve the quality of the enlarged type. For typeface composition, the new style typefaces of Chinese character are obt ained by editing and modifying the details at different resolution levels. The concrete algorithms are also given in this paper as well as the experim ental results.