用于人体步态采集与表征的低成本视觉系统

Paulo Ferreira, J. Ferreira, M. Crisostomo, A. Coimbra
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引用次数: 6

摘要

提出了一种低成本的人体步态分析系统。使用两个相对的网络摄像头来获取携带一组被动标记的人的行走图像,其中选择的颜色与周围的主色形成对比。它还使用了一个带有被动标记的跑步机,用户可以在那里以不同的速度行走。所获得的标记轨迹用于确定身体关节角和其他三维交叉角,这些角是由视频图像处理后的两边得到的。利用这种低成本的测量系统,可以在平均误差为2度的情况下完成人体步态的分析和重建,成为替代更昂贵的系统用于人体步态表征的一个很好的选择。该系统可用于检测人类的步态病理和完成物理康复。
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Low cost vision system for human gait acquisition and characterization
This paper presents a low cost system for human gait analysis. Two opposite-faced web cameras are used to acquire images of the walking of a person carrying a set of passive marks, where the color is chosen to contrast with the ambient dominant color. It is also used a treadmill with passive marks, where the user walks at different speeds. The acquired trajectories of the marks are used to determine body joint angles and other 3D crossed angles, obtained by both opposite sides from video images processing. With this low cost measurement system the analysis and reconstruction of human gait can be done with a mean error of 2 degrees, becoming a good alternative to more expensive systems to be used in human gait characterization. The system can be used to detect human gait pathologies and to accomplish physical rehabilitation.
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