视障人士实时阿拉伯语文本阅读

Mohamed Taha, Noha Abd-ElKareem, M. Selim
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引用次数: 0

摘要

视障人士在使用现有技术获取印刷材料时遇到许多困难。这些问题可能包括文本对齐、焦点、准确性、软件处理速度、移动性和效率。目前的技术,如平板扫描仪和OCR程序需要扫描整个页面。最近,VI人更喜欢移动设备,因为它们的轻便性和可访问性,但他们在移动相机对打印材料的聚焦方面存在问题。本文提出了一种面向VI人的实时阿拉伯语文本阅读原型。它是基于使用一个可穿戴设备的手指。它被设计成一个可穿戴的戒指,连接在一个微型网络摄像头设备上。附加的摄像机捕获打印的阿拉伯语文本并将其传递给阿拉伯语OCR系统。最后,使用文本到语音(TTS)技术将识别出的字符转换成语音。实验结果证明了该原型的可行性。阿拉伯文字符识别的准确率为95.86%,英文字符识别的准确率为98.5%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Real-Time Arabic Text-Reading for Visually Impaired People
Visually impaired (VI) people suffer from many difficulties when accessing printed material using existing technologies. These problems may include text alignment, focus, accuracy, software processing speed, mobility, and efficiency. Current technologies such as flatbed scanners and OCR programs need to scan an entire page. Recently, VI people prefer mobile devices because of their handiness and accessibility, but they have problems with focusing the mobile camera on the printed material. In this paper, a real-time Arabic text-reading prototype for VI people is proposed. It is based on using a wearable device for a hand finger. It is designed as a wearable ring attached to a tiny webcam device. The attached camera captures the printed Arabic text and passes it to the Arabic OCR system. Finally, the recognized characters are translated into speech using the text-to-speech (TTS) technology. Experimental results demonstrate the feasibility of the proposed prototype. It achieved an accuracy of 95.86% for Arabic character recognition and 98.5% for English character recognition.
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