A novel approach to text dependent writer identification of Kannada handwriting

BV Dhandra, MB Vijayalaxmi - Procedia Computer Science, 2015 - Elsevier
In this paper a text dependent writer identification method based on Kannada handwriting is
proposed. The database of Kannada handwritten words collected from 25 writers is intended …

MSdocTr-Lite: A lite transformer for full page multi-script handwriting recognition

M Dhiaf, AC Rouhou, Y Kessentini, SB Salem - Pattern Recognition Letters, 2023 - Elsevier
The Transformer has quickly become the dominant architecture for various pattern
recognition tasks due to its capacity for long-range representation. However, transformers …

RETRACTED ARTICLE: Offline scripting-free author identification based on speeded-up robust features

MK Sharma, VP Dhaka - International Journal on Document Analysis and …, 2015 - Springer
This article proposes offline language-free writer identification based on speeded-up robust
features (SURFs), which goes through training, enrollment, and identification stages. In all …

Writer identification using curvature-free features

S He, L Schomaker - Pattern Recognition, 2017 - Elsevier
Feature engineering takes a very important role in writer identification which has been
widely studied in the literature. Previous works have shown that the joint feature distribution …

Automatic writer identification from text line images

Ö Kırlı, MB Gülmezoğlu - International Journal on Document Analysis and …, 2012 - Springer
In the present article, new techniques have been introduced for revealing the individual
features of a person's handwriting pattern from the scanned images of handwritten text lines …

Delta-n hinge: rotation-invariant features for writer identification

S He, L Schomaker - 2014 22nd International conference on …, 2014 - ieeexplore.ieee.org
This paper presents a method for extracting rotation-invariant features from images of
handwriting samples that can be used to perform writer identification. The proposed features …

Offline language-free writer identification based on speeded-up robust features

V Dhaka, M Sharma - International Journal of Engineering, 2015 - ije.ir
This article proposes offline language-free writer identification based on speeded-up robust
features (SURF), goes through training, enrollment, and identification stages. In all stages …

[PDF][PDF] A comparative study of feature selection methods for authorship invarianceness in writer identification

SF Pratama, AK Muda, YH Choo… - International Journal of …, 2012 - mirlabs.net
Handwriting is individualistic. The uniqueness of shape and style of handwriting can be
used to identify the significant features in authenticating the author of writing. Acquiring …

Deepwriterid: An end-to-end online text-independent writer identification system

W Yang, L Jin, M Liu - IEEE Intelligent Systems, 2016 - ieeexplore.ieee.org
The rapid adoption of touchscreen mobile terminals and pen-based interfaces has
increased the demand for handwriting-based writer identification systems, particularly in the …

Text-independent writer identification on online Arabic handwriting

M Gargouri, S Kanoun, JM Ogier - 2013 12th International …, 2013 - ieeexplore.ieee.org
Most of existing works on online text-independent writer identification follow analytical
approach based on grapheme or character as primitive. However, segmentation is time …