Devanagari Character Recognition: A Comprehensive Literature Review
TL;DR
This literature review explores the evolution of handwritten Devanagari character recognition, addressing challenges from script complexity and handwriting variability. It covers methods for improving recognition accuracy in languages like Hindi and Sanskrit.
Devanagari Character Recognition: A Comprehensive Literature Review
Sandhya Arora; Latesh Malik; Sonakshi Goyal; Debotosh Bhattacharjee; Mita Nasipuri; Ondrej Krejcar
https://doi.org/10.1109/ACCESS.2024.3520248
Volume 13
The Devanagari script originated from the ancient Brahmi script and is a widely used Indic script for writing different languages, like Sanskrit, Hindi, Marathi, Nepali, and Konkani. Recognizing handwritten Devanagari characters poses significant challenges due to their complexity and handwriting variability. This literature review examines the evolution of handwritten Devanagari character recogni...