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 …

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 text-independent Persian writer identification based on feature relation graph (FRG)

B Helli, ME Moghaddam - Pattern Recognition, 2010 - Elsevier
The style of people's handwriting is a biometric feature that is used in person authentication.
In this paper, we have proposed a text independent method for Persian writer identification …

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 …

[PDF][PDF] Hybrid Trainable System for Writer Identification of Arabic Handwriting.

SI Saleem, AM Abdulazeez - Computers, Materials & Continua, 2021 - researchgate.net
Writer identification (WI) based on handwritten text structures is typically focused on digital
characteristics, with letters/strokes representing the information acquired from the current …

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 …

Offline writer identification and verification—A state-of-the-art

C Halder, SM Obaidullah, K Roy - Information Systems Design and …, 2016 - Springer
In forensic science different unique bio-metric information of humans are being used to
analyses forensic evidence like finger print, signature, retina scan etc. The same can be …

An efficient method for offline text independent writer identification

G Ghiasi, R Safabakhsh - 2010 20th International Conference …, 2010 - ieeexplore.ieee.org
This paper proposes, an efficient method for text independent writer identification using a
codebook. The occurrence histogram of the shapes in the codebook is used to create a …

Recognizing handwriting styles in a historical scanned document using unsupervised fuzzy clustering

S Majumdar, A Brick - arxiv preprint arxiv:2210.16780, 2022 - arxiv.org
The forensic attribution of the handwriting in a digitized document to multiple scribes is a
challenging problem of high dimensionality. Unique handwriting styles may be dissimilar in …