Optical Braille Recognition Platform for Sinhala

Silva, N.D.S.M.K. De; Vasanthapriyan, Shanmuganathan

doi:10.1109/icter.2018.8615539

Cited by 2 publications

(1 citation statement)

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“…The methods used resulted in more than 98% accuracy and remained stable with lower standard deviation. N.D.S.M.K.De Silva, S Vasanthapriyan [4] used gaussian blur for noise removal in their pre-processing stage. Adaptive thresholding was done using Otsu's method for image binarization.…”

Section: Related Workmentioning

confidence: 99%

Single-Sided Braille into Corresponding Text

Pandian*,

Biswas,

Kumar

2020

IJRTE

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The world is moving at a rate too fast for us to fathom. Our world is not functionally accessible for individual of any disability to be completely independent. For the mankind to move forward with time, a holistic approach in development can create an environment where no individual can feel overlooked. It is estimated that approximately 1.3 billion people live with some form of vision impairment out of which 36 million people are blind [1]. Without proper integration of such people in our society; every discovery, every news is creating a divide between the people whose mental abilities are impalpable otherwise. With this paper, our aim is to convert the Braille books written in regional language (in this case, Hindi) into its corresponding text format so that those people can be part of the world every Scientist, Engineer, a Visionary, every child dreamed of. In this project, a picture of braille text would be fed as an input and a series of techniques in preprocessing, Segmentation, Character Extraction, Character Recognition and Text Conversion will be applied to it resulting in an output image that will be the corresponding Hindi format of that braille text image. The main application of this could be seen in the lives of the families of the visually impaired to understand what is inscribed in the braille format, correction of the answer-script of any braille exams, cross-checking for errors in manufacturing of braille documents, and increase in opportunities for participation of visually impaired in the social section of life.

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Section: Related Workmentioning

confidence: 99%