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自动手势识别与理疗跟踪系统

Automatic Gesture Recognition and Tracking System for Physiotherapy
作者:Aarthi Ravi 作者单位:Electrical Engineering and Computer Sciences 加工时间:2013-11-07 信息来源:EECS 索取原文[29 页]
关键词:物理治疗;康复工具;自动手势识别;跟踪系统
摘 要:Physical Therapy is a branch of rehabilitative health that uses specially designed exercises and equipment to help patients regain or improve their physical abilities. Researchers have explored the use of software based rehabilitation tools based on video game consoles like Nintendo Wii Fit and Microsoft Kinect to provide remote rehabilitation facilities to patients. We propose a Kinect based Physical Therapy Application that guides patients to perform exercises and assists therapists to monitor as well as teach the specially designed exercises to patients. The application includes an Automated Exercise Generator for therapists to de ne exercises, an Automated Gesture Recognition and Tracking System to track and guide the patients while they perform the exercises and a Visual Feedback System for patients to correct the position and movement of their Joints. In this paper, we investigate how to enable continuous tracking of patients for pre-authored physiotherapy exercises. We introduce a state-machine-based approach that tracks a patient's progress and provides continuous feedback indicating whether the patient is doing an exercise correctly or not.
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