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Attention-Feedback and Representations in OCR
A Kannada OCR, named Lipi Gnani, has been designed and developed from scratch, with the motivation
of it being able to convert printed text or poetry in Kannada script, without any restriction on vocabulary.
The training ...
Devanagari Online Handwritten Character Recognition
In this thesis, a classifier based on local sub-unit level and global character level representations
of a character, using stroke direction and order variations independent features, is developed
for recognition of ...
Knowledge-driven training of deep models for better reconstruction and recognition
This thesis aims to efficiently solve many interesting and challenging problems by incorporating
appropriate image processing techniques in a deep learning framework. We have proposed, implemented
and tested efficient ...