Open AccessScript Identification for Devanagari and Gurumukhi using OCR
Author(s) -
Shubhankar Sharma,
Vatsala Arora
Publication year - 2021
Publication title -
international journal of computer science and mobile computing
Language(s) - English
Resource type - Journals
ISSN - 2320-088X
DOI - 10.47760/ijcsmc.2021.v10i09.002
Subject(s) - devanagari , optical character recognition , computer science , scripting language , artificial intelligence , identification (biology) , pattern recognition (psychology) , character (mathematics) , character recognition , scheme (mathematics) , document processing , intelligent word recognition , natural language processing , speech recognition , intelligent character recognition , image (mathematics) , mathematical analysis , botany , geometry , mathematics , biology , operating system
The study of character research is an active area for research as it pertains a lot of challenges. Various pattern recognition techniques are being used every day. As there are so many writing styles available, development of OCR (Optical Character Recognition) for handwritten text is difficult. Therefore, several measures have to be taken to improve the recognition process so that the burden of computation can be decreased and the accuracy for pattern recognition can be increased. The main objective of this review was to recognize and analyze handwritten document images. In this paper, we present a scheme to identify different Indian scripts like Devanagari and Gurumukhi.