基于可穿戴相机的人体步态估计

Yoshihiro Watanabe, Tetsuo Hatanaka, T. Komuro, M. Ishikawa
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引用次数: 14

摘要

我们专注于在户外环境中实现运动捕捉的技术需求。传统的方法主要依赖于固定安装的摄像机。然而,用这种方法,很难捕捉日常环境中的运动。本文介绍了一种利用单台可穿戴摄像机进行运动估计的新方法。我们关注的是行走动作。关键是系统如何利用可穿戴传感器提供的有限信息来估计原始行走状态。本文从传感系统的配置、步态表征和步态估计方法三个方面进行了阐述。
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Human gait estimation using a wearable camera
We focus on the growing need for a technology that can achieve motion capture in outdoor environments. The conventional approaches have relied mainly on fixed installed cameras. With this approach, however, it is difficult to capture motion in everyday surroundings. This paper describes a new method for motion estimation using a single wearable camera. We focused on walking motion. The key point is how the system can estimate the original walking state using limited information from a wearable sensor. This paper describes three aspects: the configuration of the sensing system, gait representation, and the gait estimation method.
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