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Automated Book Reader for Persons with Blindness

机译:盲人自动阅读器

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摘要

This research introduces a new automatic book reader for persons with blindness. The objective is to design a fully integrated system that is relatively fast and yet inexpensive and effective with a high reading accuracy. Through the use of two inexpensive light weight cameras, a book holder and using regular lighting of an office or a lab environment, this integrated system addresses through software development (a) the mathematical foundation of perspective distortion introduced by page curvature of an open book, and of barrel correction introduced by the inherent nature of image capture of the camera; (b) image preprocessing for finding lines and characters in a given image; and (c) the implementation of a fast neural network that takes as input the findings of step (b) and provides an audible read out through a speech synthesis engine.
机译:这项研究为盲人介绍了一种新型的自动书阅读器。目的是设计一种完全集成的系统,该系统相对较快,但价格便宜,并且具有很高的读取精度。通过使用两个廉价的轻型相机,一个书夹以及在办公室或实验室环境中使用常规照明,此集成系统通过软件开发解决了(a)由一本打开的书的书页曲率引入的透视变形的数学基础,以及由于相机的图像捕获的固有特性而引入的镜筒校正; (b)图像预处理,用于查找给定图像中的线条和字符; (c)快速神经网络的实现,该神经网络将步骤(b)的发现作为输入,并通过语音合成引擎提供可听的读出。

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