Script identification algorithms: a survey

P Sahare, SB Dhok - International Journal of Multimedia Information …, 2017 - Springer
Script identification is being widely accepted techniques for selection of the particular script
OCR (Optical Character Recognition) in multilingual document images. Extensive research …

GMM posterior features for improving online handwriting recognition

S Mandal, SRM Prasanna, S Sundaram - Expert systems with applications, 2018 - Elsevier
An online handwriting recognition (HR) system is usually developed considering point-
based features that describe different geometric attributes of handwriting. Often, due to the …

Arabic/Latin and machine-printed/handwritten word discrimination using HOG-based shape descriptor

A Saidani, A Kacem Echi, A Belaid - ELCVIA: electronic letters on …, 2015 - ddd.uab.cat
In this paper, we present an approach for Arabic and Latin script and its type identification
based onHistogram of Oriented Gradients (HOG) descriptors. HOGs are first applied at word …

Arabic offline writer identification on a new version of AHTID/MW database

A Mezghani, M Kherallah - International Journal of …, 2024 - inderscienceonline.com
Handwriting is considered to be one of the commonly used biometric modalities to verify and
identify persons in commercial, governmental and forensic applications. In order to test and …

Phog features and kullback-leibler divergence based ranking method for handwriting recognition

TM Ghanim, MI Khalil, HM Abbas - … in Pattern Recognition: 8th IAPR TC3 …, 2018 - Springer
Handwriting recognition is a research topic with a lot of challenges and complications. One
of the main complications is big databases that affect classifier complexities and their ability …

[PDF][PDF] Multi-stage Off-line Arabic Handwriting Recognition Approach using Advanced Cascading Technique.

TM Ghanim, MI Khalil, HM Abbas - ICPRAM, 2019 - scitepress.org
Automatic Recognition of Arabic Handwriting is a pervasive field that has many challenging
complications to solve. Such complications include big databases and complex computing …

PHTI-WS: a printed and handwritten text identification web service based on FCN and CRF post-processing

N Dutly, F Slimane, R Ingold - 2019 International Conference …, 2019 - ieeexplore.ieee.org
This paper introduces a lightweight model for printed and handwritten text identification in
document images, which is then deployed as a web service to enable easy integration into …

A texture-based approach for word script and nature identification

A Kacem, A Saïdani - Pattern Analysis and Applications, 2017 - Springer
In this work, we propose a texture-based approach to separate handwritten from machine-
printed words, written in Arabic and Latin scripts. The idea is to benefit from differences in …

Window-based feature extraction framework for machine-printed/handwritten and Arabic/Latin text discrimination

A Mezghani, F Slimane, S Kanoun… - 2016 IEEE 12th …, 2016 - ieeexplore.ieee.org
In this paper, we propose a new writing type and script text classification technique to
recognize the identity of texts extracted from heterogeneous document images. English …

Writing type, script and language identification in heterogeneous documents

A Mezghani, F Slimane… - International Journal of …, 2017 - inderscienceonline.com
In this paper, we propose a writing type, script and language text classification method to
automatically determine the identity of texts segmented from heterogeneous document …