A parsimonious oscillatory model of handwriting
Author(s) -
Gaëtan André,
Viviane Kostrubiec,
JeanChristophe Buisson,
JeanMichel Albaret,
Pier–Giorgio Za
Publication year - 2014
Publication title -
biological cybernetics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.608
H-Index - 95
eISSN - 1432-0770
pISSN - 0340-1200
DOI - 10.1007/s00422-014-0600-z
Subject(s) - handwriting , trace (psycholinguistics) , orientation (vector space) , computer science , symmetry (geometry) , algorithm , artificial intelligence , mathematics , geometry , philosophy , linguistics
We propose an oscillatory model that is theoretically parsimonious, empirically efficient and biologically plausible. Building on Hollerbach's (Biol Cybern 39:139-156, 1981) model, our Parsimonious Oscillatory Model of Handwriting (POMH) overcomes the latter's main shortcomings by making it possible to extract its parameters from the trace itself and by reinstating symmetry between the [Formula: see text] and [Formula: see text] coordinates. The benefit is a capacity to autonomously generate a smooth continuous trace that reproduces the dynamics of the handwriting movements through an extremely sparse model, whose efficiency matches that of other, more computationally expensive optimizing methods. Moreover, the model applies to 2D trajectories, irrespective of their shape, size, orientation and length. It is also independent of the endeffectors mobilized and of the writing direction.
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