基于视觉的人体状态估计控制智能被动步行器

S. Taghvaei, Y. Hirata, K. Kosuge
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引用次数: 18

摘要

无源型智能助行器的运动控制是基于对使用者运动状态的视觉估计。受控制的助行器将支持使用者站立,防止使用者摔倒。视觉运动分析检测和跟踪人体上半身,并使用立体视觉方法在3D中定位它们。使用这些数据,用户的状态被估计为是坐着、站着、跌倒还是走路。控制器在坐着、站着和跌倒的情况下激活伺服制动器作为支撑,以确保用户的舒适和安全。用一种装有伺服制动器的被动式智能行走器(RT walker)对估计方法进行了实验。
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Vision-based human state estimation to control an intelligent passive walker
The motion of a passive-type intelligent walker is controlled based on visual estimation of the motion state of the user. The controlled walker would be a support for standing up and prevent the user from falling down. The visual motion analysis detects and tracks the human upper body parts and localizes them in 3D using a stereovision approach. Using this data the user's state is estimated to be whether seated, standing up, falling down or walking. The controller activates the servo brakes in sitting, standing and falling situations as a support to insure both comfort and safety of the user. Estimation methods are experimented with a passive-type intelligent walker referred to as “RT Walker”, equipped with servo brakes.
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