Encoding pathlet and SIFT features with bagged VLAD for historical writer identification

S Lai, Y Zhu, L Jin - IEEE Transactions on Information …, 2020 - ieeexplore.ieee.org
Offline writer identification plays an important role in forensic document examination and
historical document analysis. Today, challenges still exist in historical writer identification …

Offline writer identification based on the path signature feature

S Lai, L Jin - … on Document Analysis and Recognition (ICDAR), 2019 - ieeexplore.ieee.org
In this paper, we propose a novel set of features for offline writer identification based on the
path signature approach, which provides a principled way to express information contained …

Novel geometric features for off-line writer identification

S Al-Maadeed, A Hassaine, A Bouridane… - Pattern Analysis and …, 2016 - Springer
Writer identification is an important field in forensic document examination. Typically, a writer
identification system consists of two main steps: feature extraction and matching and the …

Offline text-independent writer identification based on scale invariant feature transform

X Wu, Y Tang, W Bu - IEEE Transactions on Information …, 2014 - ieeexplore.ieee.org
This paper proposes a novel offline text-independent writer identification method based on
scale invariant feature transform (SIFT), composed of training, enrollment, and identification …

A new method for writer identification based on historical documents

A Gattal, C Djeddi, F Abbas, I Siddiqi… - Journal of Intelligent …, 2023 - degruyter.com
Identifying the writer of a handwritten document has remained an interesting pattern
classification problem for document examiners, forensic experts, and paleographers. While …

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 …

Fragmented edge structure coding for Chinese writer identification

J Wen, B Fang, JL Chen, YY Tang, HX Chen - Neurocomputing, 2012 - Elsevier
As a branch of biometrics, handwriting-based writer identification is an active research topic
in pattern recognition. This paper presents a theoretically very simple, yet efficient …

Writer identification for historical handwritten documents using a single feature extraction method

M Chammas, A Makhoul… - 2020 19th IEEE …, 2020 - ieeexplore.ieee.org
With the growth of artificial intelligence techniques the problem of writer identification from
historical documents has gained increased interest. It consists on knowing the identity of …

[HTML][HTML] A texture-based approach for offline writer identification

T Bahram - Journal of King Saud University-Computer and …, 2022 - Elsevier
Offline handwriting has become a very important part in the field of behavioral biometrics. In
this paper, we proposed an approach to identify writers from their handwritten documents …

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 …