Characterization of English Braille Patterns Using Automated Tools and RICA Based Feature Extraction Methods

Characterization of English Braille Patterns Using Automated Tools and RICA Based Feature Extraction Methods

Braille is used as a mode of communication all over the world. Technological advancements are transforming the way Braille is read and written. This study developed an English Braille pattern identification system using robust machine learning techniques using the English Braille Grade-1 dataset. En...

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Bibliographic Details
Main Authors: Sana Shokat, Rabia Riaz, Sanam Shahla Rizvi, Inayat Khan, Anand Paul
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Sensors
Subjects:
machine learning
RICA features
PCA features
Braille patterns
visually impaired
SVM
Online Access:https://www.mdpi.com/1424-8220/22/5/1836

Internet

https://www.mdpi.com/1424-8220/22/5/1836

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