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The implemented (MMCA) algorithm achieved average accuracy for correct letters was 98.26%, average accuracy for correct words was 95.11% and average processing time around 11.5 sec per page, The implemented (MBAM) algorithm achieved average accuracy for correct letters was 91.87%, average accuracy for correct words was 51.26% and average processing time around 3.4 sec per page. A comparison is made between the two algorithms to get the best results. Modify Multi-Connect Architecture (MMCA) and Modify Bidirectional Associative Memory (MBAM) algorithms were used to get the English document. In the 1 st stage different thresholds and mask sizes were tested, and then the preprocessed image will be used in the recognition stage. In this paper, Braille character recognition (BCR) module is proposed that translates a single side Braille documents into English text and voice signal to help blind peoples saving their documents and hear it whenever they need the module is consisting mainly of two stages: the preprocessing stage and the recognition stage.
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The processing speed with efficiency and accuracy defines the effective features of this paper as a successful approach in both software and hardware. This paper also elaborates on the reverse conversion of native languages and English to Braille making the paper to be more compatible. The algorithm makes the best use of segmentation, histogram analysis, pattern recognition, letter arrays, data base generation with testing in software and dumping in using Spartan 3e FPGA kit. Braille, a code, well known to visually challenged as their mode of communication is now converted into normal text in Odia, Hindi, Telugu and English languages using Image segmentation as the base criteria with MATLAB as its simulation field so that every person can be able to easily decode the information being conveyed by these people. In order to bridge this gap, a proper platform of learning for both the mass and the visually challenged for any native language is emphasized in this paper through Braille pattern. Basically, this is one of the common agenda for the visually challenged people.
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Emboss Braille: Finally you can translate the text to Braille code in Duxbury (Ctrl + T) and emboss on paper.Communication gap establishes an aura of unwillingness of understanding the factor behind.Delete unwanted text and apply formatting as you consider appropriate for the Braille book. In particular you may like to check the headings, tables and image alt text imported by Duxbury. Therefore, it is important to thoroughly review the text in Duxbury. Review and format text: EPUB files can vary a lot in content and mark-up.You should now have complete text from the publication ready for Braille printing. Import file/s in Duxbury: Import the multiple files one by one or the single file created in the previous step in Duxbury application.To do this, you can use utilities like HTML Merge or anything similar. However, when the EPUB contains a large number of files then it may be easier to merge all the HTML files. The files identified in the previous step can also be imported one by one in the Braille transcription application. Merge all the HTML/XHTML files to create one file with complete content of the publication.Generally the files are numbered and their sequence is easy to identify. At this time you need to identify all the files that need to be transcribed into Braille. You can open these files in any web browser to examine its contents. Explore the content of the sub-directories and identify the HTML/XHTML files which contain the complete text of the publication.You will get a folder with at least one or more sub-directory and file named “mimetype”.
CONVERT TEXT TO BRAILLE ZIP FILE
zip file using any utility like WinZip, 7zip or the Windows default extraction utility. You can perform the steps listed below to convert EPUB files to Braille. These HTML files can be imported easily in any Braille transcription application like Duxbury. Extract HTML files from EPUBĪll EPUB files are basically compressed archives and contain the text of the publication in HTML files.

The Word document can be easily imported in Braille transcription tools.
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You can use the free Codex to convert EPUB to RTF/Microsoft Word format. It may be noted that at the time of writing this article EPUB import feature is not available in Duxbury, the popular Braille Transcription tool. If you are looking at other ways, then consider the following options.
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The links to purchase and download Eas圜onverter are included in this article. The steps are described in the article Convert EPUB to Braille Using Eas圜onverter. The Eas圜onverter from Dolphin can import an EPUB and convert it to Braille.
