A multi-level representation paradigm for handwriting stroke generation

被引:73
作者
Plamondon, Rejean [1 ]
Djioua, Moussa [1 ]
机构
[1] Ecole Polytech, Lab Scribens, Dept Genie Elect, Montreal, PQ H3C 3A7, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
kinematic theory; handwriting strokes; delta-lognormal; sigma-lognormal; neuromuscular systems; rapid-aimed movements;
D O I
10.1016/j.humov.2006.07.004
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The study of rapid strokes is a direct or indirect prerequisite in many fundamental research projects, as well as in the design of many practical applications dealing with handwriting. This paper outlines a family of models, derived from the Kinematic Theory of Human Movements. It explains how the nested models in this family can be used coherently, in the context of a multi-level representation paradigm, to analyze both the trajectory and the velocity of strokes with a progressive amount of detail. In the context of a comprehensive survey of previously published work, this paper highlights many new features of stroke production, when the vectorial version of the theory is fully exploited. In this perspective, the Kinematic Theory is depicted as a potential tool to facilitate communications among researchers working in the multi-disciplinary field of Graphonomics. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:586 / 607
页数:22
相关论文
共 43 条
[1]  
ALIMI A, 1994, ADV HANDWRITING DRAW, P363
[2]  
[Anonymous], 2001, 10 INT C GRAPH SOC
[3]  
[Anonymous], 1995, RES COMPUTER ROBOT V
[4]   A NEURAL-NETWORK MODEL FOR CURSIVE SCRIPT PRODUCTION [J].
BULLOCK, D ;
GROSSBERG, S ;
MANNES, C .
BIOLOGICAL CYBERNETICS, 1993, 70 (01) :15-28
[5]   Learning handwriting with pen-based systems: computational issues [J].
Djeziri, S ;
Guerfali, W ;
Plamondon, R ;
Robert, JM .
PATTERN RECOGNITION, 2002, 35 (05) :1049-1057
[6]  
DJIOUA M, 2006, THESIS ECOLE POLYTEC
[7]  
DJIOUA M, 2006, IN PRESS P 18 C PATT
[8]  
DJIOUA M, 2005, P 12 INT C GRAPH SOC, P44
[9]   A MODEL OF HANDWRITING [J].
EDELMAN, S ;
FLASH, T .
BIOLOGICAL CYBERNETICS, 1987, 57 (1-2) :25-36
[10]  
Franke K., 2004, J FORENSIC DOCUMENT, V16, P119