[PDF][PDF] State of the art in off-line writer identification of handwritten text and survey of writer identification of Arabic text

SM Awaida, SA Mahmoud - Educational Research and Reviews, 2012 - Citeseer
In this paper we present the state of the art in writer identification and verification of
handwritten text. In addition, a special and extensive survey of writer identification and …

Ensemble feature selection for improving intrusion detection classification accuracy

W He, H Li, J Li - Proceedings of the 2019 international conference on …, 2019 - dl.acm.org
In network security, intrusion detection plays an important role. Feature subsets obtained by
different feature selection methods will lead to different accuracy of intrusion detection …

[PDF][PDF] Neural networks and support vector machines classifiers for writer identification using Arabic script.

S Gazzah, NB Amara - … Arab Journal of Information Technology (IAJIT), 2008 - ccis2k.org
In this paper, we present an approach for writer identification carried out using off-line Arabic
handwriting. Our proposed method is based on the combination of global and structural …

Open writer identification from handwritten text fragments using lite convolutional neural network

A Briber, Y Chibani - International Journal on Document Analysis and …, 2024 - Springer
Usually, a writer identification system based on the convolutional neural network (CNN) is
designed as a closed system, which is composed of many convolutional layers trained often …

Writer identification of arabic text using statistical and structural features

SM Awaida, SA Mahmoud - Cybernetics and Systems, 2013 - Taylor & Francis
This article addresses writer identification of handwritten Arabic text. Several types of
structural and statistical features were extracted from Arabic handwriting text. A novel …

Arabic handwriting texture analysis for writer identification using the DWT-lifting scheme

S Gazzah, NEB Amara - Ninth International Conference on …, 2007 - ieeexplore.ieee.org
In this paper, we present an approach for writer identification using off-line Arabic
handwriting. The proposed method explores the handwriting texture analysis by 2D discrete …

Saving energy by exploiting residual imbalances on iterative applications

EL Padoin, M Castro, LL Pilla… - … Conference on High …, 2014 - ieeexplore.ieee.org
The power consumption of High Performance Computing (HPC) systems is an increasing
concern as large-scale systems grow in size and, consequently, consume more energy. In …

Construction and evaluation of classifiers for forensic document analysis

CP Saunders, LJ Davis, AC Lamas, JJ Miller, DT Gantz - 2011 - projecteuclid.org
In this study we illustrate a statistical approach to questioned document examination.
Specifically, we consider the construction of three classifiers that predict the writer of a …

Application of fuzzy logic and genetic algorithm in biometric text-independent writer identification

SM Saad - IET Information Security, 2011 - IET
The identification of a person on the basis of scanned images of handwriting is a useful
biometric technique with application in forensic document analysis. This study describes the …

A Persian writer identification method based on gradient features and neural networks

ME Moghaddam - … 2nd International Congress on Image and …, 2009 - ieeexplore.ieee.org
Newly, the effectiveness of Gradient features has been verified for writer identification of
Latin texts. However, no researches on the performance of these features on Persian …