In this work, a Sound-Emitting Document Image Quality Assessment metric (SEDIQA) is proposed which allows the user to hear the quality of the text image and automatically captures the best image for OCR accuracy. However, all of these reading aids suffer from a key issue – the user must be able to visually target the text and capture an image of sufficient quality for the OCR algorithm to function – no small task for VIPs. These reading aids convert images captured by a camera to text which can then be read aloud. With significant advances in Optical Character Recognition (OCR) in recent years, a number of reading aids are appearing on the market. The full system includes a document image enhancement technique which introduces improvements in OCR accuracy with an average increase of 22% and a maximum increase of 68%.įor Visually impaired People (VIPs), the ability to convert text to sound can mean a new level of independence or the simple joy of a good book. SEDIQA is found to consistently select the best image for OCR accuracy. The proposed no-reference image quality assessor (NR-IQA) is validated alongside established NR-IQAs and this work includes insights into the performance of these NR-IQAs on document images. This work also includes testing of OCR performance against image degradations, to identify the most significant contributors to accuracy reduction. In this work, a sound-emitting document image quality assessment metric (SEDIQA) is proposed which allows the user to hear the quality of the text image and automatically captures the best image for OCR accuracy. However, all of these reading aids suffer from a key issue-the user must be able to visually target the text and capture an image of sufficient quality for the OCR algorithm to function-no small task for VIPs. With significant advances in optical character recognition (OCR) in recent years, a number of reading aids are appearing on the market. For visually impaired people (VIPs), the ability to convert text to sound can mean a new level of independence or the simple joy of a good book.

Kenji ocr for mac