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Vision Based Gait Analysis for Frontal View Gait Sequences Using RGB Camera

机译:基于视觉基于RGB摄像机的前视步的步态分析

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In this paper we propose a vision based gait analysis approach to work with frontal view sequences. The main issue of sagittal view gait sequences is the physical space required to record them. We propose two different approaches to obtain heel strike and toe off with frontal gait, both of them are based in the time series of the difference of component y of both feet. In the former, the zero crosses are used to determine the range in which heel strike and toe off occurs. In the latter, the maxima and minima are used instead. Testing our approach with our own dataset show that it is possible to obtain heel strike and toe off events using only frontal view gait sequences recorded with an RGB camera. Results show as well that it is possible to classify between normal and abnormal gait using frontal view.
机译:在本文中,我们提出了一种基于视觉的步态分析方法来使用正面视图序列。 矢状视图步态序列的主要问题是记录它们所需的物理空间。 我们提出了两种不同的方法来获得脚后跟撞击和脚趾与正面步态,两者都基于两只脚的组件Y差异的时间序列。 在前者中,零十字架用于确定脚跟撞击和脚趾发生的范围。 在后者中,代替最大值和最小值。 使用我们自己的数据集测试我们的方法显示,只有使用RGB相机记录的正面视图步态序列,可以获得脚后跟击打和脚趾关闭事件。 结果表明,也可以使用正面视图对正常和异常的步态进行分类。

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