为贫困社区设计的基于语音的视力测试仪

T. Shameem, Mazharul Islam, Sayeed Shafayet Chowdhury, C. Shahnaz, S. Fattah
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引用次数: 1

摘要

在这个现代时代,视力测试已经成为一个常见的医疗保健问题。然而,这种由专家进行的检查对人们来说既耗时又乏味,尤其是在医疗设施匮乏的发展中国家。为此,本文提出了一种基于软件的低成本、可移动的视觉检测系统。它可以作为有视力问题的人的初步筛查工具。本文提出了一种基于语音识别的程序,其中初始化显示器与用户眼睛之间的预定距离。然后字母按随机顺序和降序依次显示,直到用户的发音和实际显示的字母不匹配。在这个阶段,以字母的大小作为眼睛的极限,使用预先训练好的数学模型提供眼睛的晶状体功率作为输出进行调节。实验结果表明,该方法具有较好的精度。这种解决办法可以对来自各种贫困社区的人们的生活产生重大影响,为他们提供一种有用和简单的定期初步检查视力的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Voice Based Eye Vision Tester for Underprivileged Community
Eye vision testing has become a common healthcare issue in this modern era. However, such checkup from an expert can be time consuming and tedious for people especially in the developing countries with scarce healthcare facilities. So a software based eye-vision testing system is presented here which is inexpensive and mobile. It can be used as an initial screening tool for those with eyesight problems. A speech recognition based program is proposed here, where a predetermined distance between the display and the user’s eye is initialized. Then letters are displayed sequentially in a random order and descending size until a mismatch occurs between the utterance of the user and actual letter displayed. At this stage, the size of the letter is taken as eye limit and a pre-trained mathematical model is used to provide the eye lens power as output for adjustment. Experimental results show satisfactory accuracy. Such a solution could have significant impact to the lives of people from various underprivileged communities with by providing them a useful and easy means of regular preliminary screening of their eyesight.
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