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March 5, 2026Journal of Forensic Science and Medicine0 citationsOpen Access

Sequence Discrimination of Laser-printed and Handwritten Intersections through Coaxial Microscopy

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XWX S WangTWTe WangLYLian Yuanyuan

Key Points

  • The aim is to develop a method for distinguishing the sequence of strokes in print-handwriting intersections.
  • Developed a coaxial light microscopy approach based on a six-feature taxonomy.
  • Prepared 3600 intersections using handwriting-before-printing and printing-before-handwriting scenarios.
  • Evaluated six morphological features related to stroke order.
  • Gloss reduction and internal ink loss were key indicators in handwriting-before-printing samples.
  • Central bright trace was the primary feature in printing-before-handwriting samples.
  • Significant differences were noted across printer classes and pen families.

Abstract

Background: Determining the chronological sequence at print-handwriting intersections remains a persistent challenge in forensic document examination. Methods: In this study, we developed a coaxial light microscopy approach based on a six-feature taxonomy to assess stroke order. A total of 3600 intersections were prepared under two scenarios - handwriting-before-printing and printing-before-handwriting - using three types of laser printers and twelve commercial pens. Six morphological features were systematically evaluated: Internal ink loss, gloss reduction, stroke contraction, central bright trace, edge ink loss, and stroke deformation. Results: In handwriting-before-printing samples, gloss reduction and internal ink loss were the most prominent indicators, whereas central bright trace emerged as the key feature in printing-before-handwriting samples. Significant differences were observed across printer classes and pen families, with loose-toner printers and rollerball/ballpoint pens yielding clearer feature expression than fused-toner printers and fiber-tip pens. Temporal testing at 0 and 30 days showed that gloss reduction, stroke contraction, central bright trace, and stroke deformation were time-robust, while internal ink loss and edge ink loss exhibited greater variability. Conclusion: In a blinded case validation, three independent examiners reached unanimous conclusions using the taxonomy. These findings demonstrate that coaxial light microscopy provides a reproducible and accessible method for establishing stroke sequence at print-handwriting intersections, with clear potential for forensic application.

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Cite This Study

Wang et al. (2026) studied this question.

synapsesocial.com/papers/69a91d8dd6127c7a504c077fhttps://doi.org/10.4103/jfsm.jfsm_152_25
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