论文标题
盲文到孟加拉语的文字翻译：几何方法
Braille to Text Translation for Bengali Language: A Geometric Approach
论文作者
论文摘要
盲文是唯一一种视力障碍者阅读和写作的系统。但是，普通人无法阅读盲文。因此，老师和亲戚发现很难帮助他们学习。几乎每个主要语言都具有用于此翻译目的的软件解决方案。但是，在孟加拉语中，没有这个有用的工具。在这里，我们将盲文提交给文本翻译器，该文本翻译器拍摄这些触觉字母的图像，并将其翻译成纯文本。图像变质，扫描时间页面旋转和盲文点变形是该方案中的主要问题。所有这些挑战都是使用特殊图像处理和几何结构分析直接检查的。该技术在识别盲文字符方面可产生97.25％的精度。
Braille is the only system to visually impaired people for reading and writing. However, general people cannot read Braille. So, teachers and relatives find it hard to assist them with learning. Almost every major language has software solutions for this translation purpose. However, in Bengali there is an absence of this useful tool. Here, we propose Braille to Text Translator, which takes image of these tactile alphabets, and translates them to plain text. Image deterioration, scan-time page rotation, and braille dot deformation are the principal issues in this scheme. All of these challenges are directly checked using special image processing and geometric structure analysis. The technique yields 97.25% accuracy in recognizing Braille characters.
