An Experimental Comparison between Deep Learning and Classical Machine Learning Approaches for Writer Identification in Medieval Documents [PDF]
Journal of Imaging, 2020 In the framework of palaeography, the availability of both effective image analysis algorithms, and high-quality digital images has favored the development of new applications for the study of ancient manuscripts and has provided new tools for decision ...
Nicole Dalia Cilia +5 more
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Writer identification and writer retrieval based on NetVLAD with Re‐ranking [PDF]
IET Biometrics, 2022 The issue of writer identification and writer retrieval, which is considered a challenging problem in the field of document analysis and recognition is addressed here..
Shervin Rasoulzadeh, Bagher BabaAli
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Writer identification using textural features [PDF]
ITM Web of Conferences, 2022 Writer Identification has gained increasing importance in the scientific community in recent years. In this paper, we propose an approach based on the combination of local textural descriptors and encoding methods (VLAD and Triangulation Embedding).
Lazrak Said +4 more
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Offline text-independent writer identification using a codebook with structural features [PDF]
PLoS ONE, 2023 Understanding handwritten documents is a vital and challenging problem that attracts many researchers in the fields of forensic and authentication science.
Bashar Q. Ahmed +2 more
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Historical Manuscripts Analysis: A Deep Learning System for Writer Identification Using Intelligent Feature Selection with Vision Transformers [PDF]
Journal of ImagingIdentifying the scriptwriter in historical manuscripts is crucial for historians, providing valuable insights into historical contexts and aiding in solving historical mysteries.
Merouane Boudraa +4 more
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Text-Dependent Writer Identification for Arabic Handwriting [PDF]
Journal of Electrical and Computer Engineering, 2012 This paper proposes a system for text-dependent writer identification based on Arabic handwriting. First, a database of words was assembled and used as a test base. Next, features vectors were extracted from writers' word images.
Somaya Al-Maadeed
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Letter-Level Online Writer Identification [PDF]
International Journal of Computer Vision, 2021 Writer identification (writer-id), an important field in biometrics, aims to identify a writer by their handwriting. Identification in existing writer-id studies requires a complete document or text, limiting the scalability and flexibility of writer-id in realistic applications.
Zelin Chen +3 more
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Script independent offline writer identification from handwriting samples based on texture using wavelet transform in Persian-English languages [PDF]
مجله مدل سازی در مهندسی, 2021 Recent advances in information technology and the need for more security have led to the rapid development of intelligent biometric identification systems. Recent studies have proven that handwriting of each person is unique and can be used as one of the
Mostafa Sabzekar +3 more
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Applied Sciences, 2022 Writer identification has become a hot research topic in the fields of pattern recognition, forensic document analysis, the criminal justice system, etc.
Md. Al Mehedi Hasan +2 more
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A Thresholded Gabor-CNN Based Writer Identification System for Indic Scripts
IEEE Access, 2021 Writer identification is the procedure of identifying individuals from handwriting. Writer identification is a common interest in biometric authentication and verification systems, and numerous studies are available for English, Chinese, Arabic, and ...
M. F. Mridha +5 more
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