Advances in online handwritten recognition in the last decades

T Ghosh, S Sen, SM Obaidullah, KC Santosh… - Computer Science …, 2022 - Elsevier
The easy availability and rapid use of online devices like Take note, PDA, smartphones, etc.
at an affordable price increase the demand for online handwriting recognition. In this …

Tilpdeep: a lightweight deep learning technique for handwritten transformed invariant Pashto text recognition

M Shabir, Z Jan, N Islam, I Khan, G Ali… - IEEE Access, 2023 - ieeexplore.ieee.org
Pashto is the native language of Afghanistan and one of Pakistan's most essential and
regional languages. The Pashto language has a vast number of native speakers who live in …

Real-time pashto handwritten character recognition using salient geometric and spectral features

M Shabir, N Islam, Z Jan, I Khan, T Rahman… - IEEE …, 2021 - ieeexplore.ieee.org
Pashto scripts are cursive in nature and hard to recognize in real-time. Native speakers of
the Pashto language are large in numbers and reside in different regions of the world. Due …

Comparative study on the performance of the state-of-the-art CNN models for handwritten Bangla character recognition

P Rakshit, S Chatterjee, C Halder, S Sen… - Multimedia Tools and …, 2023 - Springer
In the realm of Optical Character Recognition, handwritten character recognition in Bangla is
still an unresolved challenge. There have been many breakthroughs in object recognition …

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 …

Transformation Invariant Pashto Handwritten Text Classification and Prediction

M Shabir, N Islam, Z Jan, I Khan - Journal of Circuits, Systems and …, 2023 - World Scientific
The use of handwritten recognition tools has increased yearly in various commercialized
fields. Due to this, handwritten classification, recognition, and detection have become an …

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 …