教師資料查詢 | 類別: 期刊論文 | 教師: 賴友仁 LAI YU-JEN (瀏覽個人網頁)

標題:A Neural-Network-Based Approach to Recognizing 3D Arm Movement
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
語言英文(美國)
ISSN1016-2372;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
國別中華民國
公開徵稿
出版型式,紙本
相關連結
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