New scheme for fast copy-move detection

Image forgery detection is a challenging and important problem for many years. One of the most frequently used types of forgery (copy-move) is copying and pasting image fragment within the same image. There are exist two main types of copy-move forgeries: on the one hand, they are created without ap...

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Veröffentlicht in:Journal of physics. Conference series 2018-09, Vol.1096 (1), p.12030
Hauptverfasser: Kuznetsov, A V, Myasnikov, V V
Format: Artikel
Sprache:eng
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Zusammenfassung:Image forgery detection is a challenging and important problem for many years. One of the most frequently used types of forgery (copy-move) is copying and pasting image fragment within the same image. There are exist two main types of copy-move forgeries: on the one hand, they are created without applying transformations (plain copy-move) and on the other - different digital transforms can be used to hide the traces of copy-move forgery (transformed copy-move). To solve the task of copy-move forgery detection in a complex way we propose several novel techniques, described further. The carried out research showed high quality of copy-move detection with intensity shift, contrast enhancement and additive noise distortions. In conclusion part we provide limitations of the scheme and the ranges of distortion parameters that can be detected.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1096/1/012030