Real-Time Arabic Text-Reading for Visually Impaired People
International Journal of Sociotechnology and Knowledge Development (IJSKD) • 2021
معلومات البحث
المؤلفون
Mohamed Taha; Noha Abd-ElKareem ;Mazen Selim
الكلمات المفتاحية
OCR, Real-Time Text-Reading,TTS,Visually Impaired,Wearable Assistive Device,Wearable Device
المجلة العلمية
International Journal of Sociotechnology and Knowledge Development (IJSKD)
الناشر
IGI Global
المجلد
13
العدد
2
الصفحات
168-185
publication.type
International
رابط البحث
Open Link
المواد المرفقة
Not Available
الملخص
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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