A JPEG blocking artifact detector for image forensics
In: Signal Processing: Image Communication, Jg. 68 (2018-10-01), S. 155-161
Online
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Zugriff:
Detection of JPEG blocking artifacts in an image plays an important role in the forensic analysis. JPEG anti-forensic techniques try to remove these artifacts to disguise forensic detectors. This paper proposes a new technique for detecting JPEG blocking artifacts. Unlike in uncompressed images, when a JPEG compressed image is cropped, there is a change in the inter-block correlation of DCT coefficients due to the shifting of blocking artifacts. We propose to use this change in correlation to detect the blockiness in an image. Experiments conducted on a large set of images show that the proposed detector outperforms the existing detectors in detecting blocking artifacts in anti-forensically modified images.
Titel: |
A JPEG blocking artifact detector for image forensics
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Autor/in / Beteiligte Person: | Pankajakshan, Vinod ; Bhardwaj, Dinesh |
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Zeitschrift: | Signal Processing: Image Communication, Jg. 68 (2018-10-01), S. 155-161 |
Veröffentlichung: | Elsevier BV, 2018 |
Medientyp: | unknown |
ISSN: | 0923-5965 (print) |
DOI: | 10.1016/j.image.2018.07.011 |
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