Character and numeral recognition for non-Indic and Indic scripts: a survey

M Kumar, MK Jindal, RK Sharma, SR Jindal - Artificial Intelligence Review, 2019 - Springer
A collection of different scripts is employed in writing languages throughout the world.
Character and numeral recognition of a particular script is a key area in the field of pattern …

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

S Singh, A Sharma, VK Chauhan - Machine Learning with Applications, 2021 - Elsevier
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 …

Devanagari Character Recognition: A Comprehensive Literature Review

S Arora, L Malik, S Goyal, D Bhattacharjee… - IEEE …, 2024 - ieeexplore.ieee.org
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 …

[PDF][PDF] Handwritten Gurmukhi character recognition using statistical and background directional distribution

KS Siddharth, M Jangid, R Dhir… - Int. J. Comput. Sci. Eng …, 2011 - academia.edu
In this manuscript handwritten Gurmukhi character recognition for isolated characters is
proposed. We have used some statistical features like zonal density, projection histograms …

Unconstrained handwritten Devanagari character recognition using convolutional neural networks

K Mehrotra, S Jetley, A Deshmukh… - Proceedings of the 4th …, 2013 - dl.acm.org
In this paper, we introduce a novel offline strategy for recognition of online handwritten
Devanagari characters entered in an unconstrained manner. Unlike the previous …

[PDF][PDF] Use of Gabor Filters for recognition of Handwritten Gurmukhi character

S Singh, A Aggarwal, R Dhir - International Journal of Advanced …, 2012 - researchgate.net
In this manuscript handwritten Gurmukhi character recognition for isolated characters is
proposed. We have used Gabor Filter based method for feature extraction. Our database …

Method of perspective correction for devanagari text

HP Acharya, PK Baheti - US Patent 9,171,204, 2015 - Google Patents
An electronic device and method identify regions that are likely to be text in a natural image
or video frame, followed by processing as follows: lines that are nearly vertical are auto …

Online handwritten Devanagari stroke recognition using extended directional features

VL Lajish, SK Kopparapu - 2014 8th International Conference …, 2014 - ieeexplore.ieee.org
This paper describes a new feature set, called the extended directional features (EDF) for
use in the recognition of online handwritten strokes. We use EDF specifically to recognize …

A Classifier Using Global Character Level and Local Sub-unit Level Features for Hindi Online Handwritten Character Recognition

A Sharma, AG Ramakrishnan - arXiv preprint arXiv:2310.17138, 2023 - arxiv.org
A classifier is developed that defines a joint distribution of global character features, number
of sub-units and local sub-unit features to model Hindi online handwritten characters. The …

[PDF][PDF] Devanagari Online Handwritten Character Recognition

A Sharma - 2019 - researchgate.net
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 …