Title :
A Fuzzy-Based Drawing-aid System To Smooth Out Involuntary Hand Motions
Author :
Eguchi, Kei ; Zhu, Hongbing ; Ueno, Fumio
Author_Institution :
Fac. of Educ., Shizuoka Univ.
fDate :
Aug. 30 2006-Sept. 1 2006
Abstract :
For the patients suffering from a paralysis of body, drawing on computers is widely used as an occupational therapy. In this paper, a drawing-aid system based on a fuzzy scheme is proposed. The proposed system compensates involuntary motions of cursor in mouse operations on computers. Different from conventional methods, the proposed method smoothes out involuntary motions of mouse cursor by using the weight functions which are determined by the supervised learning based on a fuzzy scheme. Although the conventional methods have difficulty in reducing the influence of sudden move, the proposed method can eliminate it without preliminary experiments. The validity of the proposed algorithm is confirmed through simulations
Keywords :
fuzzy systems; learning (artificial intelligence); medical diagnostic computing; mouse controllers (computers); occupational medicine; patient care; body paralysis; computer; fuzzy-based drawing-aid system; involuntary hand motions; mouse cursor operations; occupational therapy; supervised learning; weight functions; Computational modeling; Computer science; Computer science education; Fuzzy systems; Hardware; Medical treatment; Mice; Muscles; Shape; Supervised learning;
Conference_Titel :
Innovative Computing, Information and Control, 2006. ICICIC '06. First International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7695-2616-0
DOI :
10.1109/ICICIC.2006.197