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 …

A deep learning framework for text-independent writer identification

M Javidi, M Jampour - Engineering Applications of Artificial Intelligence, 2020 - Elsevier
Abstract Handwriting Writer Identification (HWI) refers to the process of handwriting text
image analysis to identify the authorship of the documents. It has yielded promising results …

Text-independent writer identification using convolutional neural network

HT Nguyen, CT Nguyen, T Ino, B Indurkhya… - Pattern Recognition …, 2019 - Elsevier
The text-independent approach to writer identification does not require the writer to write
some predetermined text. Previous research on text-independent writer identification has …

Automatic visual features for writer identification: a deep learning approach

A Rehman, S Naz, MI Razzak, IA Hameed - IEEE access, 2019 - ieeexplore.ieee.org
Identification of a person from his writing is one of the challenging problems; however, it is
not new. No one can repudiate its applications in a number of domains, such as forensic …

Writer identification using deep learning with fast keypoints and harris corner detector

A Semma, Y Hannad, I Siddiqi, C Djeddi… - Expert Systems with …, 2021 - Elsevier
Writer identification from offline images of handwriting is an interesting pattern classification
problem that has been investigated for many decades now. Despite significant research …

[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 …

Robust off-line text independent writer identification using bagged discrete cosine transform features

FA Khan, MA Tahir, F Khelifi, A Bouridane… - Expert Systems with …, 2017 - Elsevier
Efficient writer identification systems identify the authorship of an unknown sample of text
with high confidence. This has made automatic writer identification a very important topic of …

Segmentation-free writer identification based on convolutional neural network

P Kumar, A Sharma - Computers & Electrical Engineering, 2020 - Elsevier
Handwriting recognition is one of the desired aspects of document understanding and
analysis. It deals with the writing style of the document and learns the features which …

Text-independent writer recognition using multi-script handwritten texts

C Djeddi, I Siddiqi, L Souici-Meslati, A Ennaji - Pattern Recognition Letters, 2013 - Elsevier
This paper presents a text-independent writer recognition method in a multi-script
environment. Handwritten texts in Greek and English are considered in this study. The …

Length independent writer identification based on the fusion of deep and hand-crafted descriptors

A Sulaiman, K Omar, MF Nasrudin, A Arram - IEEE Access, 2019 - ieeexplore.ieee.org
Writer's identification from a handwritten text is one of the most challenging machines
learning problems because of the variable handwritten sources, various languages, the …