Title :
A time function to express hand-drawn letters
Author :
Kamada, Masaru ; Kawakami, Akira ; Ishikawa, Kaz
Author_Institution :
Dept. of Comput. & Inf. Sci., Ibaraki Univ., Hitachi, Japan
Abstract :
An efficient function to express curves of hand-drawn letters is derived from a simple model of hand-drawing. The pen-tip is modeled as a point mass which is moved by force as constant as possible on a plane and is navigated to go through some characteristic points to form the curve´s peculiar shape. The characteristic points are assumed to be where the pen-tip has locally minimal velocity and where it touches the baseline. Among those points, a steeple like the left bottom of `h´ is prominent, which is modeled as a pausing point where the tip should pause at a moment to alter its moving direction. The derived solution is a mixture of a fifth order spline with its knots placed at the characteristic points and a fourth order spline with those at the pausing ones. This mixed function is proven by computer experiments employing real hand-drawn data to be efficient in expressing hand-drawn letters. This means that the proposed model imitates hand-drawing
Keywords :
handwriting recognition; splines (mathematics); characteristic points; computer experiments; fifth order spline; fourth order spline; hand-drawing model; hand-drawn letters expression; locally minimal velocity; pausing point; pen-tip modeling; point mass; time function; Boundary conditions; Navigation; Polynomials; Positron emission tomography; Shape; Spline;
Conference_Titel :
Industrial Electronics, Control, and Instrumentation, 1996., Proceedings of the 1996 IEEE IECON 22nd International Conference on
Conference_Location :
Taipei
Print_ISBN :
0-7803-2775-6
DOI :
10.1109/IECON.1996.570971