Audible Obstacle Warning System for Visually Impaired Person Based on Image Processing

A. Yulianto, Ni'matul Ma'muriyah, Lina Lina
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引用次数: 0

Abstract

To be able to do their daily activities, a visually impaired person needs a guidance device to help him/her walk including to avoid obstacles on their way to the destination. The quick and clear instruction is given to the user is the most challenging problem to be solved. The visually impaired person should have simple guidance about the obstruction in front of him/her. Most guidance devices use simple sounds to give the warning without information about which direction the user should go. In this paper, an obstacle warning system based on image processing methods was developed. A guidance device for visually impaired persons using a single-board computer based on an image-processing algorithm has been designed. The main sensor of the guidance device is a NoIR camera. The distance measurement approximation model was developed with errors up to 4.3%. The test found that the proposed system can detect obstruction in the form of a person, the device also detects the stairs. The best detection obtains when the object position is less than 300 cm in front of the user.  The stair detection was carried out by using the Hough line transform method. The output of the system is the sound of direction that can be heard through the headset.
基于图像处理的视障人士声音障碍报警系统
为了能够进行日常活动,视障人士需要一个引导装置来帮助他/她的行走,包括在前往目的地的路上避开障碍物。向用户提供快速而清晰的指令是需要解决的最具挑战性的问题。视障人士应获得关于其前方障碍物的简单指导。大多数引导设备使用简单的声音来发出警告,而没有关于用户应该走哪个方向的信息。本文开发了一种基于图像处理方法的障碍物预警系统。基于图像处理算法,设计了一种使用单板计算机的视障人士引导装置。制导装置的主要传感器是一个NoIR摄像机。开发了距离测量近似模型,误差高达4.3%。测试发现,所提出的系统可以检测人的形式的障碍物,该设备还可以检测楼梯。当物体位置在用户前方小于300cm时,获得最佳检测。采用霍夫线变换方法对楼梯进行了检测。该系统的输出是可以通过耳机听到的方向声。
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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