A 3D Hand-drawn Gesture Input Device Using Fuzzy ARTMAP-based Recognizer
Jing Bing Yang, Won-Chul Bang, Eun-Seok Choi, Sung-Jung Cho, Jong-Koo Oh, Joon-Kee Cho, Sang-Ryoung Kim, Eun-Kwang Ki, Dong-Youn Kim · DOAJ (DOAJ: Directory of Open Access Journals) · 2006
In this paper, a novel input device based on 3D dynamic hand-drawn gestures is presented. It makes use of inertial sensor and pattern recognition technique. Fuzzy ARTMAP based recognizer is adopted to realize gesture recognition by using 3-axis acceleration signals directly instead of reproduced trajectories of gestures. The proposed method may relax motion constraints during inputting a gesture, which is more convenient for user. This prototype of input device has been implemented on a remote controller to manipulate TVs. The recognition rate of 20 gestures is higher than 97%. It clearly shows the effectiveness and feasibility of the proposed input device. As a result, it is a powerful, flexible interface for modern electronic products.