基于树莓派的盲人阅读器

C. P. Nirmal, Sindha Mathar, M. Thamaraikani, K. Sridhar
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引用次数: 0

摘要

光学字符识别(OCR)是利用光电设备和计算机软件对印刷字符进行识别。它将打印、手写或打印文本的图像从扫描文档或从叠加在图像上的字幕文本转换为机器编码的文本。在本研究中,这些图像被转换成音频输出。OCR应用于认知计算、机器翻译、文本到语音、关键数据和文本挖掘等机器过程中。它主要应用于字符识别、人工智能和计算机视觉等领域的研究。在本研究中,由于识别过程是使用OCR完成的,使用树莓派设备对文本文件中的字符代码进行处理,在该设备上使用tesseract算法和python编程进行字符识别,并听取音频输出。在虚拟数字图书馆的设计和建设中,采用网格格式的信息,利用OCR进行模式识别,实现文档图像分析。本课题主要研究了基于OCR的基于树莓派的视障人士自动图书阅读器。树莓派采用Broadcom系统的片上系统(SOC),其中包括ARM兼容的CPU和片上图形处理单元GPU。它将Python编程作为主要编程语言,并支持BBC BASIC
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Raspberry Pi Based Reader for Blind Peoples
Optical character recognition (OCR) is the identification of printed characters using photoelectricdevices and computer software. It coverts images of typed, handwritten or printed text into machine encoded text from scanned document or from subtitle text superimposed on an image. In this research these images are converted into audio output. OCR is used in machine process such as cognitive computing, machine translation, text to speech ,key data and text mining. It is mainly used in the field of research in Character recognition , Artificial intelligence and computer vision .In this research , as the recognition process is done using OCR the character code in text files are processed using Raspberry Pi device on which it recognizes character using tesseract algorithm and python programming and audio output is listened. To use OCR for pattern recognition to perform Document image analysis (DIA) we use information in grid format in virtual digital library’s design and construction. This research mainly focuses on the OCR based automatic book reader for the visually impaired using Raspberry PI. Raspberry PI features a Broadcom system on a chip (SOC) which includes ARM compatible CPU and an on chip graphics processing unit GPU. It promotes Python programming as main programming language with support for BBC BASIC
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