Handwritten optical character recognition (OCR): A comprehensive systematic literature review (SLR)

J Memon, M Sami, RA Khan, M Uddin - IEEE access, 2020 - ieeexplore.ieee.org
Given the ubiquity of handwritten documents in human transactions, Optical Character
Recognition (OCR) of documents have invaluable practical worth. Optical character …

[PDF][PDF] Construction of statistical SVM based recognition model for handwritten character recognition

YB Hamdan, A Sathesh - Journal of Information Technology, 2021 - scholar.archive.org
There are many applications of the handwritten character recognition (HCR) approach still
exist. Reading postal addresses in various states contains different languages in any union …

A review of research on Devnagari character recognition

VJ Dongre, VH Mankar - arXiv preprint arXiv:1101.2491, 2011 - arxiv.org
English Character Recognition (CR) has been extensively studied in the last half century
and progressed to a level, sufficient to produce technology driven applications. But same is …

Offline recognition of Devanagari script: a survey

R Jayadevan, SR Kolhe, PM Patil… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
In India, more than 300 million people use Devanagari script for documentation. There has
been a significant improvement in the research related to the recognition of printed as well …

Handwritten devanagari character recognition using layer-wise training of deep convolutional neural networks and adaptive gradient methods

M Jangid, S Srivastava - journal of imaging, 2018 - mdpi.com
Handwritten character recognition is currently getting the attention of researchers because of
possible applications in assisting technology for blind and visually impaired users, human …

Handwritten devanagari character recognition using modified lenet and alexnet convolution neural networks

DS Prashanth, RVK Mehta, K Ramana… - Wireless Personal …, 2022 - Springer
Abstract Despite many advances, Handwritten Devanagari Character Recognition (HDCR)
remains unsolved due to the presence of complex characters. For HDCR, the traditional …

Comparative study of Devnagari handwritten character recognition using different feature and classifiers

U Pal, T Wakabayashi, F Kimura - 2009 10th International …, 2009 - ieeexplore.ieee.org
In recent years research towards Indian handwritten character recognition is getting
increasing attention. Many approaches have been proposed by the researchers towards …

Combining multiple feature extraction techniques for handwritten Devnagari character recognition

S Arora, D Bhattacharjee, M Nasipuri… - 2008 IEEE Region …, 2008 - ieeexplore.ieee.org
In this paper, we present an OCR for handwritten Devnagari characters. Basic symbols are
recognized by neural classifier. We have used four feature extraction techniques namely …

Feature extraction and classification techniques for handwritten Devanagari text recognition: a survey

S Singh, NK Garg, M Kumar - Multimedia Tools and Applications, 2023 - Springer
The character recognition system is a vital area in the field of pattern recognition. One
interesting, complex, and challenging task is handwritten character recognition because of …

Off-line handwritten character recognition of devnagari script

U Pal, N Sharma, T Wakabayashi… - … on Document Analysis …, 2007 - ieeexplore.ieee.org
In this paper we present a system towards the recognition of off-line handwritten characters
of Devnagari, the most popular script in India. The features used for recognition purpose are …