Drishtikon:为视障人士设计的先进导航辅助系统

Shashank Kotyan, Nishant Kumar, P. Sahu, Venkanna Udutalapally
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引用次数: 3

摘要

今天,许多为视障人士部署的辅助系统大多是为了一个单一的目的。无论是导航、目标检测还是距离感知。此外,大多数部署的辅助系统使用室内导航,这需要预先了解环境。这些辅助系统往往无法在不熟悉的情况下帮助视障人士。在本文中,我们提出了一种利用物体检测和深度感知来引导人而不会撞到物体的辅助系统。开发的原型可以检测90种不同类型的物体,并计算它们与用户的距离。我们还实现了一个导航功能,以获取用户关于目标目的地的输入,从而使用Google Directions API将残疾人导航到他/她的目的地。通过这个系统,我们建立了一个多功能、高精度的导航辅助系统,可以在野外部署,帮助视障人士在日常生活中毫不费力地导航到他们想要的目的地。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Drishtikon: An advanced navigational aid system for visually impaired people
Today, many of the aid systems deployed for visually impaired people are mostly made for a single purpose. Be it navigation, object detection, or distance perceiving. Also, most of the deployed aid systems use indoor navigation which requires a pre-knowledge of the environment. These aid systems often fail to help visually impaired people in the unfamiliar scenario. In this paper, we propose an aid system developed using object detection and depth perceivement to navigate a person without dashing into an object. The prototype developed detects 90 different types of objects and compute their distances from the user. We also, implemented a navigation feature to get input from the user about the target destination and hence, navigate the impaired person to his/her destination using Google Directions API. With this system, we built a multi-feature, high accuracy navigational aid system which can be deployed in the wild and help the visually impaired people in their daily life by navigating them effortlessly to their desired destination.
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