视障人士实时智能导航系统

S.R.D. Sudaraka Keshara, W.R.J.M. Weragoda, S. Chandrasiri, Jathusanan Ellankovan, W.A Madushan.
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引用次数: 0

摘要

视觉在引导视力正常的人通过陌生的环境并帮助他们安全到达目的地方面起着主要作用。视觉障碍指的是难以完成视觉任务的实际损害,因为它使人看不清东西。本文提出了一种利用机器学习来克服视障人士所面临的挑战的方法。该系统结合了智能手杖和可穿戴智能眼镜。障碍物和坑洼的探测功能,通过检测和显示障碍物,可以提高视障人士的安全性和舒适性。智能步行道导航系统可以帮助视障人士在不进入主要道路的情况下,通过步行道,防止事故发生。道路标志检测可以让用户跟随道路标志,安全地过马路,而面部和情绪检测可以让用户识别知名人士及其情绪。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Real-time Smart Navigation System for Visually Impaired People
Visual sense plays a primary role in guiding sighted people through an unfamiliar environment and assisting them to reach their destination safely. Visual impairment describes the actual damage that makes it difficult to accomplish visual tasks because it makes it difficult to see clearly. This paper proposes an approach to overcome the challenges faced by visually impaired people with the help of machine learning. This proposed system combines a smart cane and a wearable smart glass. The detection of obstacles and potholes helps to increase the safety and comfort of visually impaired users by detecting and displaying obstacles, and the Smart Walk-lane Navigation assists in navigating through the walk-lanes without letting them enter the main roads and helps to prevent accidents. Road sign detection allows users to follow road signs and cross the roads safely, while face and emotion detection allows users to recognize well-known people and their emotions.
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