Results 11 to 20 of about 12,790 (195)
WRITER IDENTIFICATION: THE EFFECT OF IMAGE RESIZING ON CNN PERFORMANCE [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2021 Introducing Deep Learning has been successful in improving the performance of automated writer identification systems. However, using very large patch sizes as input to CNN consumes a lot of machine resources and requires a lot of training time.
A. Semma +4 more
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Re-Ranking for Writer Identification and Writer Retrieval [PDF]
, 2020 Automatic writer identification is a common problem in document analysis. State-of-the-art methods typically focus on the feature extraction step with traditional or deep-learning-based techniques. In retrieval problems, re-ranking is a commonly used technique to improve the results.
Jordan, Simon +8 more
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Writer Identification of Lampung Handwritten Documents Based on Selected Characters
Khazanah Informatika, 2020 Writer identification is a sub-field in handwriting recognition which its objective is to determine the identity of the writer based on handwriting input.
Akmal Junaidi +2 more
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Offline Writer Recognition for Kurdish Handwritten Text Document Based on Proposed Codebook
UHD Journal of Science and Technology, 2021 Handwritten text recognition has been an ongoing attractive task to research in the field of document analysis and recognition with applications in handwriting forensics, paleography, document examination, and handwriting recognition.
Twana Latif Mohammed +1 more
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A texture-based approach for offline writer identification
Journal of King Saud University: Computer and Information Sciences, 2022 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.
Tayeb Bahram
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RSTC: A New Residual Swin Transformer for Offline Word-Level Writer Identification
IEEE Access, 2022 Writer identification has steadily progressed in recent decades owing to its widespread application. Scenarios with extensive handwriting data such as page-level or sentence-level have achieved satisfactory accuracy; however, word-level offline writer ...
Peirong Zhang
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Towards Explainable Writer Verification and Identification Using Vantage Writers [PDF]
Ninth International Conference on Document Analysis and Recognition (ICDAR 2007) Vol 2, 2007 In this paper a new method for off-line writer verification and identification is proposed which encodes writer features as a mix of typical handwriting styles, written by so-called vantage writers. Since their handwriting can be shown to the user the method provides a degree of transparency that is usually not present in automatic verification and ...
Brink, Axel +2 more
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A new method for writer identification based on historical documents
Journal of Intelligent Systems, 2023 Identifying the writer of a handwritten document has remained an interesting pattern classification problem for document examiners, forensic experts, and paleographers.
Gattal Abdeljalil +4 more
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Short Words for Writer Identification Using Neural Networks
Applied Sciences, 2023 In biometrics, it is desirable to distinguish a person using only a short sample of his handwriting. This problem is treated in the present work using only a short word with three letters.
Georgia Koukiou
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Writer identification using VLAD Encoding of the Histogram of Gradient Angle Distribution [PDF]
E3S Web of Conferences, 2022 The use of computers and automatic systems has enabled scientific researchers to improve the classification rate in the field of writer identification. In our paper, we will propose an identification system based on the use of Histogram of Gradient Angle
Semma Abdelillah +3 more
doaj +1 more source