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oe1(光电查) - 科学论文

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?? 中文(中国)
  • On the spectroscopic cum chemometric approach for differentiation and classification of inkjet, laser and photocopier printed documents

    摘要: The potential of ATR-FTIR spectroscopy combined with chemometric methods is explored for the rapid and no-destructive forensic investigation of inkjet, laser and photocopier printed documents. The aim of the present study is to ascertain the source of origin of unknown printed documents, i.e., whether it belongs to the laser or inkjet or photocopier devices as well asand also to visualize the intra-variations present in the same types of printed documents. It is observed that these printing inks contain polystyrene, bisphenol A, methyl acrylate and aromatic ethers as the main chemical constituents. The standard normal variate normalization is performed in order to eliminate the differences caused by the amount of toner powder/inks. The discrimination among printed documents is achieved by using chemometric methods including hierarchal cluster analysis and principal component analysis. Further, linear discriminant analysis is used to classify the unknown printed documents into its respective class of printing devices. The present methodology provides robust, non-destructive, reproducible, and simultaneous identification methods for printed documents.

    关键词: Principal Component Analysis,Photocopier,ATR-FTIR,Linear Discriminant Analysis,Laser printed,Inkjet

    更新于2025-09-19 17:13:59