基于时空曲面的步态分析

Sourabh A. Niyogi, E. Adelson
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引用次数: 164

摘要

人体运动产生特征的时空模式。我们已经开发了一套技术来分析人们在视野中行走时产生的模式。经过变化检测,XYT模式可以与光滑的时空表面拟合。该曲面是近似周期性的,反映了步态的周期性。该曲面可以表示为标准参数化曲面(规范行走)和特定于个体行走的偏差曲面(偏差曲面)的组合。
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Analyzing gait with spatiotemporal surfaces
Human motions generate characteristic spatiotemporal patterns. We have developed a set of techniques for analyzing the patterns generated by people walking across the field of view. After change detection, the XYT pattern can be fit with a smooth spatiotemporal surface. This surface is approximately periodic, reflecting the periodicity of the gait. The surface can be expressed as a combination of a standard parameterized surface-the canonical walk-and a deviation surface that is specific to the individual walk.<>
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