Fuzzy gaze control-based navigational assistance system for visually impaired people in a dynamic indoor environment

Seungbeom Han, Deok-Hwa Kim, Jong-Hwan Kim
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引用次数: 6

Abstract

285 million people are estimated to be visually impaired worldwide. Visually impaired people typically use a white cane or a guide dog or both of them to walk down the street. However, such as a cane and/or a dog are not enough to secure them from being collided with obstacles in a dynamic environment. This paper proposes a navigational assistance system based on fuzzy integral-based gaze control for visually impaired people in a dynamic indoor environment. It largely consists of an RGB-D camera and a vibrotactile vest interface. The RGB-D camera detects static and dynamic obstacles and obtains obstacle information on their center positions, sizes, and velocities. The fuzzy integral-based gaze control for obstacle detection is proposed to reduce a blind spot of the camera and obtain more information of the environment. The vibrotactile vest interface notifies a direction to avoid the obstacle using a fuzzy integral-based imminent-obstacle selection algorithm. To confirm the performance of the proposed assistance system for visually impaired people, experiments are carried out in an indoor dynamic environment.
基于模糊注视控制的视障人士动态室内导航辅助系统
据估计,全世界有2.85亿人视力受损。视力受损的人通常使用白色手杖或导盲犬或两者都走在街上。然而,例如手杖和/或狗不足以确保他们在动态环境中不与障碍物相撞。提出了一种基于模糊积分注视控制的视觉障碍者动态室内导航辅助系统。它主要由一个RGB-D摄像头和一个振动触觉背心接口组成。RGB-D摄像机检测静态和动态障碍物,获取障碍物的中心位置、大小和速度等信息。为了减少摄像机的盲点,获取更多的环境信息,提出了基于模糊积分的视线控制方法。振动触觉背心界面使用基于模糊积分的迫近障碍物选择算法通知避开障碍物的方向。为了验证所提出的视障人士辅助系统的性能,在室内动态环境中进行了实验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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