Title :
On the role of differentiation for resampling detection
Author :
Dalgaard, Nahuel ; Mosquera, Carlos ; Pérez-González, Fernando
Author_Institution :
Signal Theor. & Commun. Dept., Univ. of Vigo, Vigo, Spain
Abstract :
Detection of resampling traces for digital image blind authentication has been addressed recently by A. C. Gallagher and later extended by B. Mahdian and S. Saic. On the other side, it is well known from the synchronization area in communications that prefiltering is an appropriate tool to improve the performance of those schemes exploiting the underlying cyclostationarity of communication signals. Thus, the detection of resampling manipulations improves significantly when the derivative of the interpolated signal is used for covariance computation. This work focuses on the role of prefiltering as a way of boosting resampling traces and, in particular, on the use of derivation.
Keywords :
authorisation; covariance analysis; differentiation; image sampling; interpolation; synchronisation; communication signal cyclostationarity; covariance computation; digital image blind authentication; interpolated signal; prefiltering; resampling detection; resampling manipulation; synchronization; Estimation; Interpolation; Kernel; Minimization; Shape; Synchronization; Image forensics; cyclostationarity; interpolation; prefiltering; resampling detection;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5652358