2021
DOI: 10.1016/j.cose.2021.102320
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Microscopic printing analysis and application for classification of source printer

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Cited by 15 publications
(7 citation statements)
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“…Various approaches have been proposed for identifying the print source based on intrinsic signatures. These approaches are divided into methods based on: 1‐ banding effect [13,14], 2‐ identifying paper‐ink interaction [15], 3‐ applying Benford's law [16], 4‐ printing textures [17,18], 5‐ distortion traces in documents [10,19], 6‐ extracting noise patterns [3], and 7‐ physical, chemical, and microscopic analyses [20–22]. Among these methods, printing texture features have led to more favorable results than other methods and has been more popular in recent years [23,24].…”
Section: Introductionmentioning
confidence: 99%
See 1 more Smart Citation
“…Various approaches have been proposed for identifying the print source based on intrinsic signatures. These approaches are divided into methods based on: 1‐ banding effect [13,14], 2‐ identifying paper‐ink interaction [15], 3‐ applying Benford's law [16], 4‐ printing textures [17,18], 5‐ distortion traces in documents [10,19], 6‐ extracting noise patterns [3], and 7‐ physical, chemical, and microscopic analyses [20–22]. Among these methods, printing texture features have led to more favorable results than other methods and has been more popular in recent years [23,24].…”
Section: Introductionmentioning
confidence: 99%
“…6-extracting noise patterns [3], and 7-physical, chemical, and microscopic analyses [20][21][22]. Among these methods, printing texture features have led to more favorable results than other methods and has been more popular in recent years [23,24].…”
mentioning
confidence: 99%
“…In [25] authors also presented a human-interpretable extension of forensics algorithms that can aid human experts to interpret the forensics results. Recently, it was shown that the use of shape descriptors under a microscopic scale with lightweight implementation can successfully be used for identification of printing sources in real-world applications [27].…”
Section: Overview Of Existing Printing Solutionsmentioning
confidence: 99%
“…This solution is interesting as it gives good results in open and closed set conditions. All the mentioned solutions, especially the recent forensics systems [27], [6] and CSGC based authentication systems [16], [35], achieve good identification/authentication results. Nevertheless, almost all cited solutions were tested on coated or uncoated paper using laser printers.…”
Section: Overview Of Existing Printing Solutionsmentioning
confidence: 99%
“…According to Nguyen et al [3], at the microscopic scale, a printed dot is a random pattern, the shape of which depends on the technology, the setting of the printer, the ink quality and/or the paper properties. From this statement, Nguyen et al claimed in [3] that the shapes of printed dots can be considered, at microscopic scale, as the intrinsic feature of the printing process. Cells engraved on the gravure cylinder can have an elongated shape (cell angle of 60 • ), a normal shape (cell angle of 45 • ) or a compressed shape (cell angle of 30 • ).…”
Section: Technical Informationmentioning
confidence: 99%