Kinect康复训练辅助系统研究
Study of Kinect Rehabilitation Training Aid System
作者: 姜华强 , 项洁 ：杭州师范大学国际服务工程学院，杭州;
关键词: Kinect； 康复训练； DTW算法； Kinect； Rehabilitation Training； DTW Algorithm
摘要:
为了解决中风偏瘫患者肢体康复训练当中的姿势准确性问题，设计了一种基于Kinect设备的智能康复训练辅助系统。系统利用Kinect设备采集用户的肢体节点信息，利用DTW算法实现训练数据与存储的标准康复动作姿势数据进行比较，最后输出评价结果。系统具有安装简单，使用方便，成本低的特点，对中风偏瘫患者的康复训练具有较好的辅助作用。
The intelligent rehabilitation training aid system based on the device of Kinect is designed for solving the posture accuracy problems of rehabilitation stroke patients. The system collects the user’s limb node information with Kinect, achieves the training data with stored standard rehabilitation postures data for comparison with DTW algorithm, and outputs the evaluation results in the final. It is simple to install, easy to use and low cost. It also has a good support- ing role in the rehabilitation of stroke patients with hemiplegia.
The intelligent rehabilitation training aid system based on the device of Kinect is designed for solving the posture accuracy problems of rehabilitation stroke patients. The system collects the user’s limb node information with Kinect, achieves the training data with stored standard rehabilitation postures data for comparison with DTW algorithm, and outputs the evaluation results in the final. It is simple to install, easy to use and low cost. It also has a good support- ing role in the rehabilitation of stroke patients with hemiplegia.
文章引用: 姜华强 , 项洁 (2013) Kinect康复训练辅助系统研究。 人工智能与机器人研究， 2， 79-82. doi: 10.12677/AIRR.2013.22015
参考文献
[1] 邵卫. 机器人辅助上肢康复的虚拟现实训练系统的研究[D]上海交通大学, 2012.
[2] 清华大学科技处. 面向偏瘫患者的神经康复机器人技术及其产业化[Z], 2010.
[3] 微软公司. Kinect for Windows学习资源, 2011.
[4] 微软公司. Kinect for Windows人机界面指南[Z], 2011.
[5] 李正欣, 张凤鸣, 李克武. 基于DTW的多元时间序列模式匹配方法[J]. 模式识别与人工智能, 2011, 3: 1652-1655.
[6] 钱鹤庆. 应用Kinect与手势识别的增强现实教育辅助系统[D]. 上海交通大学, 2011.
[7] 邓瑞. 周玲玲, 应忍冬. 基于Kinect深度信息的手势提取与识别研究[J]. 计算机应用研究, 2013, 30(4): 1263-1265.