Online handwriting recognition systems for Indic and non-Indic scripts: a review

H Singh, RK Sharma, VP Singh - Artificial Intelligence Review, 2021 - Springer
Handwriting recognition is one of the challenging tasks in the area of pattern recognition and
machine learning. Handwriting recognition has two flavors, namely, Offline Handwriting …

Age, gender and handedness prediction using handwritten text: A comprehensive survey

C Singla, R Maini, M Kumar - Engineering Applications of Artificial …, 2024 - Elsevier
Handwriting recognition is widely acknowledged as one of the most challenging tasks in
pattern recognition and machine learning. This study explores the intriguing field of age …

A two-stage deep feature selection method for online handwritten bangla and devanagari basic character recognition

A Bhattacharyya, R Chakraborty, S Saha, S Sen… - SN Computer …, 2022 - Springer
In this paper, we have proposed a two-stage deep feature selection (FS) approach for the
recognition of online handwritten Bangla and Devanagari basic characters. At the beginning …

A neural network approach to online Devanagari handwritten character recognition

S Kubatur, M Sid-Ahmed… - … conference on high …, 2012 - ieeexplore.ieee.org
This paper proposes a neural network based framework to classify online Devanagari
characters into one of 46 characters in the alphabet set. The uniqueness of this work is three …

Hindi handwritten word recognition using HMM and symbol tree

S Belhe, C Paulzagade, A Deshmukh, S Jetley… - Proceeding of the …, 2012 - dl.acm.org
The proposed approach performs recognition of online handwritten isolated Hindi words
using a combination of HMMs trained on Devanagari symbols and a tree formed by the …

Application of structural and topological features to recognize online handwritten Bangla characters

S Sen, A Bhattacharyya, PK Singh, R Sarkar… - ACM Transactions on …, 2018 - dl.acm.org
This article presents a set of novel features for robust online Bangla handwritten character
recognition. Two feature extraction methods are presented here. The first describes the …

Quad-tree based image segmentation and feature extraction to recognize online handwritten Bangla characters

S Sen, M Mitra, S Chowdhury, R Sarkar… - Artificial Neural Networks in …, 2016 - Springer
In this paper, three different feature extraction strategies along with their all possible
combinations have been discussed in detail for the recognition of online handwritten Bangla …

Recognize online handwritten bangla characters using hausdorff distance-based feature

S Sen, R Sarkar, K Roy, N Hori - … of the 5th International Conference on …, 2017 - Springer
In this paper, an effort has been made to emphasize the usefulness of Hausdorff Distance
(HD) and Directed Hausdorff Distance (DHD) based features for the recognition of online …

Online handwritten Bangla character recognition using Frechet distance and distance based features

S Sen, J Chakraborty, S Chatterjee, R Mitra… - Document Analysis and …, 2019 - Springer
This paper inspects the impact of feature vector produced by Frechet Distance (FD) along
with the conventional distance based features to recognize online handwritten Bangla …

An approach to stroke-based online handwritten Bangla character recognition

S Sen, R Sarkar, K Roy - Advanced Computing and Systems for Security …, 2017 - Springer
This paper deals with stroke-based online Bangla character recognition strategy. In the
present work, constituent strokes have been extracted from characters and then popularly …