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 |
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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. |
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ISSN: | 1742-6588 1742-6596 |
DOI: | 10.1088/1742-6596/1096/1/012030 |