Indoor localization system for assisting visually impaired people

M. Alam, Sayed Erfan Arefin, Miraj Al Alim, Samiul Islam Adib, M. Rahman
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引用次数: 8

Abstract

In this paper we developed an image processing based indoor localization system with color detection technique of connected objects. By using color detection technique our system can pinpoint a user's location with very high accuracy for real-time applications. We used our system to filter out an image for a specific color and extracted pixel co-ordinates for that image. User's location is then determined by comparing the matrix for those values against a pre-created matrix of training images. We successfully conducted experiments in indoor environments as well and they yielded very good results. After analyzing these results, we propose to integrate our localization system with indoor navigation systems which can be used for blind people where accuracy is the most important element. To further facilitate the navigation process we also developed an android based application.
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辅助视障人士的室内定位系统
本文开发了一种基于图像处理的室内定位系统。通过使用颜色检测技术,我们的系统可以在实时应用中以非常高的精度确定用户的位置。我们使用我们的系统过滤出特定颜色的图像,并提取该图像的像素坐标。然后通过将这些值的矩阵与预先创建的训练图像矩阵进行比较来确定用户的位置。我们也成功地在室内环境中进行了实验,并取得了非常好的结果。在分析这些结果后,我们提出将我们的定位系统与室内导航系统相结合,可以用于最重要的因素是精度的盲人。为了进一步方便导航过程,我们还开发了一个基于android的应用程序。
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