Deep Learning Strategy for Braille Character Recognition

Deep Learning Strategy for Braille Character Recognition

People with vision impairment use Braille language for reading, writing, and communication. The basic structure of the Braille language consists of six dots arranged in three rows and two column cells, which are identified by visually impaired people using finger touch. However, it is difficult to m...

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Bibliographic Details
Main Authors: Tasleem Kausar, Sajjad Manzoor, Adeeba Kausar, Yun Lu, Muhammad Wasif, M. Adnan Ashraf
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Braille images
image alignment
principal component analysis
Wiener filtering
convolution neural networks
inverted residual block
Online Access:https://ieeexplore.ieee.org/document/9662337/

Internet

https://ieeexplore.ieee.org/document/9662337/

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