Özparlak, LeventAvcibaş, Ismail2025-10-242025-10-2420129781467300568https://doi.rog/10.1109/SIU.2012.6204756https://hdl.handle.net/20.500.12899/31412012 20th Signal Processing and Communications Applications Conference, SIU 2012 -- -- Fethiye, Mugla -- 90786In 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.trinfo:eu-repo/semantics/closedAccessContourlet transformContourletsDigital imageImage dataImage manipulationWavelet featuresWavelet analysisStatistical testsConference Object10.1109/SIU.2012.62047562-s2.0-84863456742N/A