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Online handwritten Gurmukhi word recognition using fine-tuned deep convolutional neural network on offline features

Abstract:

The recognition of online handwriting is a vital application of pattern recognition, which involves the extraction of spatial and temporal information of handwritten patterns, and understanding the handwritten text while writing on the digital surface. Although, online handwriting recognition is a mature but exciting and fast developing field of pattern recognition, the same is not true for many of the Indic scripts. Gurmukhi is one of such popular scripts of India, and online handwriting ...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1016/j.mlwa.2021.100037

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Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Author
Publisher:
Elsevier
Journal:
Machine Learning with Applications More from this journal
Volume:
5
Article number:
100037
Publication date:
2021-05-04
Acceptance date:
2021-04-28
DOI:
EISSN:
2666-8270
Language:
English
Keywords:
Pubs id:
1287191
Local pid:
pubs:1287191
Deposit date:
2022-12-09

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