Title :
Constructing Character Font Models from Measured Human Handwriting Motion
Author :
Fujioka, Hiroyuki ; Kano, Hiroyuki
Author_Institution :
Tokyo Denki Univ., Saitama
Abstract :
We develop a scheme for constructing character font models from human handwriting data. First, handwriting motions are measured using a pen-tablet device, and stored as a 3-dimensional time series data. Then, the data is used to construct characters by employing B-splines and the theory of smoothing splines based on the minimum hand jerk model. Moreover, by employing the concept of induction field in vision (IFV), we propose a tuning method of the so-called smoothing parameter from an esthetic viewpoint of the resulting cursive characters. The effectiveness of the developed method is verified by some experiments.
Keywords :
character sets; handwritten character recognition; motion measurement; splines (mathematics); tuning; 3D series data; B-splines; character font models; human handwriting motion measurement; induction field; minimum hand jerk model; pen-tablet device; smoothing splines thoery; tuning method; Anthropometry; Computer displays; Humans; Motion control; Motion measurement; Skeleton; Smoothing methods; Spline; Time measurement; Writing;
Conference_Titel :
American Control Conference, 2007. ACC '07
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0988-8
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2007.4282784