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    Image manipulation detection using contourlet transform
    (2012) Özparlak, Levent; Avcibaş, Ismail
    In this paper, we use contourlet transform for digital image manipulation detection. We extract contourlet and wavelet features and test these obtained features on a controlled image data set. Results show that contourlet based features gives better success rates than wavelet based ones. © 2012 IEEE. © 2012 Elsevier B.V., All rights reserved.