Improved DCT coefficient analysis for forgery localization in JPEG images

In this paper, we propose a statistical test to discriminate between original and forged regions in JPEG images, under the hypothesis that the former are doubly compressed while the latter are singly compressed. New probability models for the DCT coefficients of singly and doubly compressed regions are proposed, together with a reliable method for estimating the primary quantization factor in the case of double compression. Based on such models, the probability for each DCT block to be forged is derived. Experimental results demonstrate a better discriminating behavior with respect to previously proposed methods.

• Type: Journal
• Year: 2011
• Where: ICASSP
• Authors: Tiziano Bianchi, Alessia De Rosa, Alessandro Piva
• Keywords: Better Discriminating Behavior, DCT Block, ICASSP 2011, Primary Quantization Factor, Signal Processing