基于计算机视觉的非语言瘫痪患者交流系统

Usman Hassan, Hamza Ahmed Khan, Hamdah Khan, M. Owais
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引用次数: 0

摘要

本文提出了一个解决方案,帮助瘫痪病人在他们的日常生活中,通过集成一个系统,将由他们的眼睛控制。所呈现的系统包含一组不同语言的不同信息,用户可以在没有任何语言或身体运动的情况下进行选择,除了眼睛。该系统利用计算机视觉将眼球的运动转化为屏幕上的光标,并通过眨眼来记录计算机上的点击,从而触发所需的输出。在以下系统中用于实现目标检测的技术称为HOG (Histogram of Oriented Gradient)。该系统主要在两个数据集上进行测试,其中一个是从Kaggle获得的包含人物照片的开源数据集,另一个是在DHA Suffa大学本地收集的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Communication System For Non-Verbal Paralyzed Patients Using Computer Vision
This paper presents a solution for assisting the paralyzed patients in their day to day lives, by integrating a system that would be controlled by their eyes. The presented system contains a set of different messages in a variety of languages that the user can select from without any speech or physical movement, other than eyes. This system uses computer vision to translate the movement of eye-ball to the cursor on the screen, and eye-blinking to register clicks on the computer to trigger the desired output. The technique used to implement object detection in the following system is called HOG (Histogram of Oriented Gradient). The system is tested primarily on two datasets, one of which is an open-source dataset containing pictures of people, obtained from Kaggle, and the other one is collected locally at DHA Suffa University.
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