期刊論文
| 學年 | 91 |
|---|---|
| 學期 | 2 |
| 出版（發表）日期 | 2003-02-01 |
| 作品名稱 | A Neural-Network-Based Approach to Recognizing 3D Arm Movement |
| 作品名稱（其他語言） | |
| 著者 | Su, Mu-chang; Zhao, Yu-xiang; Lai, Eugene |
| 單位 | 淡江大學電機工程學系 |
| 出版者 | Singapore: World Scientific Publishing Co. Pte. Ltd. |
| 著錄名稱、卷期、頁數 | Biomedical Engineering: Applications, Basis and Communications 15(1), pp.17-26 |
| 摘要 | Gesture recognition is needed for a variety of applications. One particular application of gesture-based systems is to implement a speaking aid for the deaf. Among several factors constituting a hand gesture, the arm movement pattern is one of the most challenging features to recognize. In this paper, we propose a neural-network-based approach to recognition of spatio-tempora patterns of nonlinear 3D arm movements. Compared to Hidden-Markov-Model-based methods, the most appealing property of the proposed method is its simplicity. The effectiveness of this method is evaluated by a database consisted of 10 persons. |
| 關鍵字 | assistive technology;human-computer interface;gesture recognition;neural network |
| 語言 | en_US |
| ISSN | 1016-2372 1793-7132 |
| 期刊性質 | 國內 |
| 收錄於 | EI |
| 產學合作 | |
| 通訊作者 | Lai, Eugene |
| 審稿制度 | 否 |
| 國別 | TWN |
| 公開徵稿 | |
| 出版型式 | ,紙本 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/60824 ) |