National Journal of System and Information Technology

1. Manish Kayasth

2. Dr. Bankim Patel

Received
04-Jun-2026
Accepted
-
Published
04-Jun-2026
Abstract
Character recognition is major concern since its inspiration. So, far very limited progress has been made in it, specifically for Indian languages. In this paper authors have presented recognition of offline computer generated and printed Gujarati characters. To identify characters authors used modify version of Hidden Markov Model (HMM) based algorithm. The system is trained and tested for different font size of Gujarati characters. Keywords: Offline Typed Characters, Character Recognition, Optical Character Recognition (OCR), HMM
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