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Image Based Source Camera Identification Using Demosaicking

PublisherShanghai Jiao Tong University
Format286.3KB PDFDate added09 Jul 2006
Topics Multimedia, Software Engineering
Downloads30

This paper represents the spatially periodic inter-pixel correlation due to color filter array interpolation in a quadratic form. Based on this, a coefficient matrix is obtained for each color channel, whose principal components are extracted and fed to feed-forward Back Propagation networks for source camera identification. Experiments demonstrate the efficacy, sensitivity and robustness of the method.

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