Physical rehabilitation assistant system based on Kinect
學年 100
學期 2
發表日期 2012-06-16
作品名稱 Physical rehabilitation assistant system based on Kinect
作品名稱(其他語言)
著者 Ching-Tang Hsieh, Ruei-Chi Chung, Yeh-Kuang Wu, Liung-Chun Chang
作品所屬單位 電機工程學系暨研究所
出版者
會議名稱
會議地點 Taiwan
摘要 In this paper, we set up a physical rehabilitation assistant system based on skeleton detection with Kinect produced by Microsoft. First of all, the users do not have to install the detectors on the exercise equipment. Secondly, they pay a little extra expensive to buy the rehabilitation equipments with Kinect using skeleton detection technique. In this study, we build a normalized three-dimensional Cartesian coordinates location of correct postures under OpenNI system. We find out 15 human skeleton joints with three dimensional coordinates and calculate the feature values, than we use support vector machine (SVM) as classifier to define the accuracy of posture. Finally, the system can judge the correct degree of user’s postures.
關鍵字 Kinect, rehabilitation, SVM.
語言 zh_TW
收錄於
會議性質 國際
校內研討會地點
研討會時間 20120616-20120617
通訊作者
國別
公開徵稿 Y
出版型式 電子版
出處 pp.336-339
相關連結

機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/77673 )

機構典藏連結