DocumentCode :
3008772
Title :
A model for image splicing
Author :
Ng, Tian-Tsong ; Chang, Shih-Fu
Author_Institution :
Dept. of Electr. Eng., Columbia Univ., New York, NY, USA
Volume :
2
fYear :
2004
fDate :
24-27 Oct. 2004
Firstpage :
1169
Abstract :
The ease of creating image forgery using image-splicing techniques will soon make our naive trust on image authenticity a tiling of the past. In prior work, we observed the capability of the bicoherence magnitude and phase features for image splicing detection. To bridge the gap between empirical observations and theoretical justifications, in this paper, an image-splicing model based on the idea of bipolar signal perturbation is proposed and studied. A theoretical analysis of the model leads to propositions and predictions consistent with the empirical observations.
Keywords :
image processing; perturbation theory; prediction theory; authentication; bicoherence magnitude; bipolar signal perturbation; empirical observation; image forgery; image-splicing technique; phase feature; predictions consistent; theoretical analysis; Authentication; Digital images; History; Humans; Image analysis; Modems; Phase detection; Predictive models; Splicing; Taylor series;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2004. ICIP '04. 2004 International Conference on
ISSN :
1522-4880
Print_ISBN :
0-7803-8554-3
Type :
conf
DOI :
10.1109/ICIP.2004.1419512
Filename :
1419512
Link To Document :
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