Title :
Multiple-Camera-Based Gesture Recognition by MDA Method
Author :
Tsai, Cheng-Yueh ; Lee, Yung-hui
Author_Institution :
Dept. of Marketing & Distrib. Manage., Far East Univ., Tainan
Abstract :
In the present day, human-computer interaction is more important. This study proposes a new ideal for hand recognition model by combining VICON and multiple discriminant analysis (MDA). After building and testing, this model showed the recognition rates are 98.60% (by train set) and 82.64% (by test set) respectively. The average recognition rate is 90.62%. Besides, this research discussion the effect of subjects and eigen vectors on recognition rate of model.
Keywords :
gesture recognition; human computer interaction; image sensors; multiple discriminant analysis; multiple-camera-based gesture recognition; test set; train set; Cameras; Conference management; Filtering; Fingers; Handicapped aids; Keyboards; Knowledge management; Marketing management; Technology management; Testing; MDA; Multiple-camera; gesture recongiton; hand gesture;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2008. FSKD '08. Fifth International Conference on
Conference_Location :
Shandong
Print_ISBN :
978-0-7695-3305-6
DOI :
10.1109/FSKD.2008.137
