DocumentCode
2164584
Title
Improved DCT coefficient analysis for forgery localization in JPEG images
Author
Bianchi, Tiziano ; De Rosa, Alessia ; Piva, Alessandro
Author_Institution
Dip. di Elettron. e Telecomun., Univ. di Firenze, Firenze, Italy
fYear
2011
fDate
22-27 May 2011
Firstpage
2444
Lastpage
2447
Abstract
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.
Keywords
discrete cosine transforms; image coding; statistical analysis; DCT coefficient analysis improvement; JPEG images; doubly compressed regions; forgery localization; primary quantization factor; probability models; singly compressed regions; statistical test; Discrete cosine transforms; Forensics; Forgery; Histograms; Image coding; Quantization; Transform coding; Bayesian inference; JPEG artifacts; forgery localization; multimedia forensics;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location
Prague
ISSN
1520-6149
Print_ISBN
978-1-4577-0538-0
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2011.5946978
Filename
5946978
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