Physical rehabilitation assistant system based on Kinect | |
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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 ) |