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Application of Two-dimensional Fast Fourier Transform in the Inspection of Inkjet Printed Documents
Chinese Journal of Forensic Sciences 2026, 2026(3): 44-54
Published: 15 May 2026
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Objective

Due to the development of inkjet printing technology, in most cases, discernible traces are hardly found on printed documents nowadays. To solve this problem from the perspective of forensic document examination, this study used two-dimensional fast Fourier transform (2D FFT) to convert the ink dot images of inkjetprinted documents into spectral diagrams, and then to analyze the halftone ink dot spectral characteristics of these images as a basis for identifying the types of inkjet printed documents.

Methods

Through analysis of the patterns of change in halftone ink dot spectral characteristics of documents printed from the same color inkjet printer under continuous printing and various influencing conditions, this study evaluated the stability of spectral characteristics, identified influencing factors, and demonstrated their forensic value.

Results

The halftone ink dot spectral characteristics from one same color inkjet printer exhibit relative stability across different printing times. Changing the image resolution, ink cartridges, the method of opening word processing software, PDF conversion modes, as well as the brand, material, and weight of printing paper did not significantly affect the halftone ink dot spectral characteristics. However, the halftone ink dot spectral characteristics of different printed contents showed significant differences. Therefore, halftone ink dot spectral characteristics possess high practical value in the examination of inkjet printed documents.

Conclusion

The application of halftone ink dot spectral characteristics in the examination of inkjet printed documents is feasible and provides a new approach to feature-based examination for the authentication of color inkjet printed documents to a certain extent.

Open Access Research Article Issue
A Comparative Study of Screening Characteristics of Laser Printed Documents
Forensic Science and Technology 2025, 50(4): 364-371
Published: 18 July 2024
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Laser printers are gaining popularity in everyday work and life, but they have also become a common tool for criminal activities. Traditional document inspectors have relied on color “tracking codes” to inspect color laser-printed documents. However, recent software developments that can remove these codes have posed new challenges for document inspection. This paper presents an experimental study on the mesh characteristics of color laser-printed documents, exploring the nuances of mesh morphology, spacing, area, and angle. The research was conducted on various brands and models of printers, and different image resolutions were selected for sample production. By observing and comparing the print dot characteristics of the same section, the study aimed to uncover the underlying patterns of mesh features in laser-printed documents. The research reveals that the dot characteristics of the same laser printer exhibit relative stability across different printing time. Moreover, when the same printer is used to print images of varying resolutions, the differences in screening characteristics are negligible. Conversely, distinct brands and models of printers yield diverse dot patterns, dot spacing, dot areas, and mesh angles. Notably, the dot pattern and mesh angle characteristics serve as highly valuable identifers, particularly in the context of “same-machine” identification. This research underscores the feasibility of utilizing mesh features to differentiate laser-printed documents, thereby ofering novel inspection strategies for the authentication of color laser-printed documents.

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