Title :
Modeling and reshaping handwritten characters based on dynamic font model
Author :
Matsukida, Hirotsugu ; Fujioka, Hiroyuki
Author_Institution :
Grad. Sch. of Eng., Fukuoka Inst. of Technol., Fukuoka, Japan
Abstract :
In this paper, we consider the problem of modeling and reshaping handwritten character fonts. From a set of measured data of human handwriting, characters are modeled by employing the so-called dynamic font model and a theory of smoothing splines. Then, using the dynamic programming and the nonlinear transformation based on Yasumoto´s work [1], we then develop a scheme for reshaping the typeface of modeled characters based on some model writings. The effectiveness and usefulness are demonstrated by some experiments.
Keywords :
character sets; dynamic programming; handwritten character recognition; smoothing methods; splines (mathematics); dynamic font model; dynamic programming; handwritten character font modeling; handwritten character font reshaping; human handwriting; model writings; nonlinear transformation; smoothing spline theory; Computational modeling; Data models; Dynamics; Smoothing methods; Splines (mathematics); Vectors; Writing;
Conference_Titel :
Awareness Science and Technology and Ubi-Media Computing (iCAST-UMEDIA), 2013 International Joint Conference on
Conference_Location :
Aizuwakamatsu
DOI :
10.1109/ICAwST.2013.6765463