Mobility Assistance for Visually Impaired Using LiDAR

Vikrant Gurav, Abhinav Parameshwaran, Kevin Sherla
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Abstract

In this paper, we propose a mobile application which would mainly be a substitute for walking canes for the visually impaired. Using LiDAR (Light Detection and Ranging), a 3D model of the scanned environment would be constructed in real time. The user, through haptic feedback, can be aware if an obstacle exists in his view. The frequency of this haptic feedback would be inversely proportional to the distance from the obstacle. Furthermore, using a CNN model, which has an input of the spatial features and depth features of the environment, the user can identify the type of obstacle that exists in their view through synthesized speech.
使用激光雷达为视障人士提供行动辅助
在本文中,我们提出了一个移动应用程序,主要是视障人士拐杖的替代品。利用激光雷达(光探测和测距),可以实时构建被扫描环境的三维模型。通过触觉反馈,用户可以意识到他的视野中是否存在障碍物。这种触觉反馈的频率与与障碍物的距离成反比。此外,使用输入环境空间特征和深度特征的CNN模型,用户可以通过合成语音识别其视野中存在的障碍物类型。
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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