Buch

Using DCT Features for Printing Technique and Copy Detection

Christian Schulze; Marco Schreyer; Armin Stahl; Thomas Breuel
In: Gilbert Peterson; Sujeet Shenoi (Hrsg.). Advances in Digital Forensics V. Pages 95-106, IFIP Advances in Information and Communication Technology, Vol. 306, ISBN 978-3-642-04154-9, Springer, Boston, 2009.

Abstract

The ability to discriminate between original documents and their photocopies poses a problem when conducting automated forensic examinations of large numbers of confiscated documents. This paper describes a novel frequency domain approach for printing technique and copy detection of scanned document images. Tests using a dataset consisting of 49 laser-printed, 14 inkjet-printed and 46 photocopied documents demonstrate that the approach outperforms existing spatial domain methods for image resolutions exceeding 200 dpi. An increase in classification accuracy of approximately 5% is achieved for low scan resolutions of 300 dpi and 400 dpi. In addition, the approach has the advantage of increased processing speed.

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http://www.springer.com/computer/information+systems/book/978-3-642-04154-9