Rehabilitation Training Evaluation and Correction System Based on BlazePose

Haoran Yang, Yi Wang, Yuqian Shi
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Abstract

We apply computer vision to rehabilitation training in medicine. According to the survey, many diseases require rehabilitation training after treatment. However, due to reasons such as a lack of relevant knowledge of patients and large differences in patients’ physical condition, it is difficult for patients to perform rehabilitation training correctly. Improper rehabilitation training prolongs the recovery time and causes secondary injury or even leaves sequelae in serious cases. Rehabilitation training at this stage relies on the doctor’s instruction, ignoring the problem that the patient’s movements are deformed and unguided during the rehabilitation training process. The proposed system corrects the user’s movements during the rehabilitation training process, monitors the user’s heart rate in real-time, and suggests a way of improvement and training. It also provides users with professional and personalized rehabilitation training assistance.
基于BlazePose的康复训练评估与矫正系统
我们将计算机视觉应用于医学康复训练。根据调查,很多疾病在治疗后都需要进行康复训练。然而,由于缺乏对患者的相关知识和患者身体状况差异较大等原因,患者很难正确进行康复训练。康复训练不当会延长康复时间,造成继发性损伤,严重者甚至留下后遗症。这一阶段的康复训练依赖于医生的指导,忽略了康复训练过程中患者动作变形、无指导的问题。所提出的系统在康复训练过程中纠正用户的动作,实时监测用户的心率,并提出改进和训练的方法。它还为使用者提供专业和个性化的康复训练协助。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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