基于二维码定位的视障辅助智能眼镜

Da Liu, Wenjun Zhang, Yonggang Qi, F. Liu, Jun Liu, Junlong Ren, Yu Wang, Zehao Wang
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引用次数: 0

摘要

为了解决大量视障人士的出行问题,可穿戴视觉辅助设备作为一项关键技术被提出并进行了广泛的研究。然而,目前的研究工作主要集中在对环境中外部物体的感知上,而不是视障人士的位置。在本文中,我们提出了一种基于二维码的定位方案来获取视障人士的位置。具体来说,我们设计了三点定位方案。针对距离估计精度低的问题,提出了两点加方位定位方案。特别是,我们实现了智能眼镜,为视障人士提供智能引导。智能眼镜通过对图像的分析计算,利用语音广播为视障人士提供障碍物预警、行走导航等引导服务。实验结果表明,与现有的蓝牙、WiFi等方法相比,我们提出的二维码定位方案具有更好的定位精度和更低的成本。而且,与三点定位相比,两点加方位定位方法大大提高了定位成功率,证明了方位的引入可以解决测距精度不足的问题,满足智能眼镜的工程要求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Auxiliary Smart Glasses for Visually Impaired People Based on Two-dimensional Code Positioning
In order to solve the travel problem of the large number of visually impaired people, wearable visual auxiliary equipment has been proposed and extensively studied as a key technology. However, the current research work focused on the perception of external objects in the environment, rather than the location of the visually impaired people. In this paper, we proposed a positioning scheme based on two-dimensional (QR) code to obtain the location of the visually impaired. Specifically, we designed the three-point positioning scheme. Then we proposed a two-point plus orientation positioning scheme to compensate for the low accuracy of distance estimation. Especially, we have implemented a smart glass to provide intelligent guidance for the visually impaired. Through the analysis and calculation of the image, smart glasses use voice broadcast to provide obstacle warning, walking navigation and other guidance services for the visually impaired. Experimental results show that compared with the existing Bluetooth, WiFi and other methods, the QR code positioning solution we proposed has better positioning accuracy and lower cost. Moreover, compared with three-point positioning, the two-point plus orientation positioning method greatly improves the success rate of positioning, which proves that the introduction of orientation can solve the problem of insufficient ranging accuracy and meet the engineering requirements of smart glasses.
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