Writer identification using machine learning approaches: a comprehensive review

A Rehman, S Naz, MI Razzak - Multimedia Tools and Applications, 2019 - Springer
Handwriting is one of the most common types of questioned writing encountered and
frequently attracts the attention in litigation. Contrary to the physiological characteristics …

[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 …

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 …

QUWI: an Arabic and English handwriting dataset for offline writer identification

S Al Maadeed, W Ayouby, A Hassaine… - … on Frontiers in …, 2012 - ieeexplore.ieee.org
This paper presents a new offline dataset called the Qatar University Writer Identification
dataset (QUWI). This dataset contains both Arabic and English handwritings and can be …

Writer identification using oriented basic image features and the delta encoding

AJ Newell, LD Griffin - Pattern Recognition, 2014 - Elsevier
We describe how oriented Basic Image Feature Columns (oBIF Columns) can be used for
writer identification and how this texture-based scheme can be enhanced by encoding a …

Dissimilarity Gaussian mixture models for efficient offline handwritten text-independent identification using SIFT and RootSIFT descriptors

FA Khan, F Khelifi, MA Tahir… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Handwriting biometrics is the science of identifying the behavioral aspect of an individual's
writing style and exploiting it to develop automated writer identification and verification …

Offline text-independent writer identification using codebook and efficient code extraction methods

G Ghiasi, R Safabakhsh - Image and Vision Computing, 2013 - Elsevier
In this paper, an efficient method for text-independent writer identification using a codebook
method is proposed. The method uses the occurrence histogram of the shapes in a …

A texture based approach for arabic writer identification and verification

D Chawki, SM Labiba - 2010 International Conference on …, 2010 - ieeexplore.ieee.org
In this paper, we present a novel approach for Arabic Text-Independent Writer Identification
and Verification. Given that the handwriting of different people is often visually distinctive, we …

Writer identification system for indic and non-indic scripts: State-of-the-art survey

S Dargan, M Kumar - Archives of Computational Methods in Engineering, 2019 - Springer
Writer identification is a challenging move in the field of pattern recognition and reflects
advanced perceptions into the handwriting research. It is the process of determining the …

Off-line text-independent writer recognition: A survey

YJ **ong, Y Lu, PSP Wang - International Journal of Pattern …, 2017 - World Scientific
Writer recognition is to identify a person on the basis of handwriting, and great progress has
been achieved in the past decades. In this paper, we concentrate ourselves on the issue of …