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Publishing Language: Chinese

Application of Two-dimensional Fast Fourier Transform in the Inspection of Inkjet Printed Documents

Jinlin LIN1,2Yuanli HAN3Xingzhou HAN4( )
School of Investigation, People's Public Security University of China, Beijing 100038, China
Minhou County Public Security Bureau, Minhou 350100, China
Institute of Evidence Law and Forensic Science, China University of Political Science and Law, Beijing 100088, China
Institute of Forensic Science, Ministry of Public Security, Beijing 100038, China
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Abstract

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.

CLC number: DF794.1 Document code: A Article ID: 1671-2072-(2026)3-0044-11

References

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Chinese Journal of Forensic Sciences
Pages 44-54

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Cite this article:
LIN J, HAN Y, HAN X. Application of Two-dimensional Fast Fourier Transform in the Inspection of Inkjet Printed Documents. Chinese Journal of Forensic Sciences, 2026, 2026(3): 44-54. https://doi.org/10.3969/j.issn.1671-2072.2026.03.005

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Received: 14 September 2025
Published: 15 May 2026
© 2026 Editorial Office of Chinese Journal of Forensic Sciences