| 基于足底压力的人体姿态检测和行为分析方法 |
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| 引用本文： | 强家辉,张为公,王东.基于足底压力的人体姿态检测和行为分析方法[J].测控技术,2018,37(1):1-4. |
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| 作者姓名： | 强家辉 张为公 王东 |
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| 作者单位： | 东南大学仪器科学与工程学院,江苏南京,210096 |
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| 摘 要： | 人体的运动姿态检测和行为分析具有广泛应用价值.设计了一种基于足底压力的人体姿态检测和行为分析系统,系统由压力采集模块、数据处理模块、无线通信模块和行为分析软件组成.姿态检测系统获取足底压力数据,采用蓝牙方式进行数据通信,行为分析软件使用支持向量机多分类方法实现坐、站、走、跑和爬楼5个经典人体姿态的区分.实验证明该系统对人体姿态具有较好的识别精度和可靠性,可以用于人体姿态检测和行为分析.
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| 关 键 词： | 足底压力 姿态检测 支持向量机 多分类 plantar pressure posture detection support vector machine multiple classification |
Human Posture Detection and Behavior Analysis Based on Plantar Pressure |
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| QIANG Jia-hui,ZHANG Wei-gong,WANG Dong.Human Posture Detection and Behavior Analysis Based on Plantar Pressure[J].Measurement & Control Technology,2018,37(1):1-4. |
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| Authors: | QIANG Jia-hui ZHANG Wei-gong WANG Dong |
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| Abstract: | The human posture detection and behavior analysis have a wide range of practical value.A system based on plantar pressure was designed for body posture detection and behavior analysis.It consisted of pressure acquisition module,data processing module,wireless communication module and behavior analysis software.Posture detection system acquires the foot pressure data and communicates via Bluetooth.Behavior analysis software uses mutli-class support vector machine to distinguish the five classic human postures of sitting,standing,walking,running and climbing.Experiments show that the system has good recognition accuracy and reliability to human posture,and can be used in human posture detection and behavior analysis. |
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| Keywords: | plantar pressure posture detection support vector machine multiple classification |
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