Obstacle Detection for Assisting Navigation of Visually Impaired People Based on Segmentation Process

Fitri Utaminingrum, Y. A. Sari, I. K. Somawirata
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引用次数: 4

Abstract

Blindness is a condition when a person's sense of sight experiences a disturbance. Hence generally, it requires a tool for help him. One of the assistive devices for people with blind disabilities in carrying out their mobility is a stick or known as "The White Cane. In general, the blind stick has a permanent shape or cannot be folded. This stick works by tapping or sliding in all directions around the blind person standing, so it is very possible for the surrounding environment to feel disturbed. Based on these problems, we propose a device that can help the blind in walking or doing mobility based on computer vision analysis without having to disturb the surrounding environment. Connected Component Labeling is used to get a blob from an image. The blob that has been detected, then analyzed using segmentation based on the threshold process. The experimental results show that our proposed method using Min-max threshold is able to detect obstacles with an accuracy rate of 82.89 %.
基于分割过程的视障辅助导航障碍检测
失明是一种人的视觉受到干扰的情况。因此,一般来说,它需要一个工具来帮助他。其中一种辅助设备为盲人残疾人进行他们的行动是一根手杖或被称为“白手杖。一般来说,盲棒有一个永久的形状或不能折叠。这个操纵杆的工作原理是在盲人周围的各个方向上敲击或滑动,所以周围的环境很可能会受到干扰。基于这些问题,我们提出了一种基于计算机视觉分析的设备,可以帮助盲人在不干扰周围环境的情况下行走或移动。连接组件标记用于从图像中获得一个blob。已经检测到的团,然后使用基于阈值分割的过程进行了分析。实验结果表明,采用最小-最大阈值方法的障碍物检测准确率达到82.89%。
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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