Writer identification using machine learning approaches: a comprehensive review
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DOI: 10.1007/s11042-018-6577-1
Abstract: Handwriting is one of the most common types of questioned writing encountered and frequently attracts the attention in litigation. Contrary to the physiological characteristics, handwriting is a behavioral characteristic thus no two individuals with mature… read more here.
Keywords: identification; comprehensive review; learning; writer identification ... See more keywords
Layout measures for writer identification in mediaeval documents
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DOI: 10.1016/j.measurement.2018.06.009
Abstract: Abstract Paleography aims to study ancient documents, with the identification of the writer hands being one of the most important problems. Over the years, experienced palaeographers have devised many methodological approaches to writer identification. These… read more here.
Keywords: measures writer; mediaeval documents; writer identification; layout measures ... See more keywords
An Empirical Study on Writer Identification and Verification From Intra-Variable Individual Handwriting
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DOI: 10.1109/access.2019.2899908
Abstract: The handwriting of a person may vary substantially with factors, such as mood, time, space, writing speed, writing medium/tool, writing a topic, and so on. It becomes challenging to perform automated writer verification/identification on a… read more here.
Keywords: identification verification; writer identification; verification; intra variable ... See more keywords
Length Independent Writer Identification Based on the Fusion of Deep and Hand-Crafted Descriptors
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DOI: 10.1109/access.2019.2927286
Abstract: 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 similarity between writer’s pattern, context variation, and implicit characteristics of handwriting… read more here.
Keywords: writer identification; hand crafted; writer; deep hand ... See more keywords
A Thresholded Gabor-CNN Based Writer Identification System for Indic Scripts
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DOI: 10.1109/access.2021.3114799
Abstract: 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 Persian specific handwriting.… read more here.
Keywords: identification system; writer identification; identification; writer ... See more keywords
Offline text-independent writer identification using a codebook with structural features
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DOI: 10.1371/journal.pone.0284680
Abstract: Understanding handwritten documents is a vital and challenging problem that attracts many researchers in the fields of forensic and authentication science. This paper presents an offline system for text-independent writer identification of handwritten documents. The… read more here.
Keywords: system; identification; writer identification; independent writer ... See more keywords