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Special Section on Security, Steganography, and Watermarking of Multimedia Contents

Image manipulation detection

[+] Author Affiliations
Sevinç Bayram, İsmail Avcıbaş

Uludag University, Department of Electronics Engineering, Bursa, Turkey

Bülent Sankur

Bogaziçi University, Department of Electrical and Electronics Engineering, Istanbul, Turkey

Nasir Memon

Polytechnic University, Department of Computer and Information Science, Brooklyn, New York

J. Electron. Imaging. 15(4), 041102 (December 28, 2006). doi:10.1117/1.2401138
History: Received June 30, 2006; Revised September 19, 2006; Accepted September 21, 2006; Published December 28, 2006
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Techniques and methodologies for validating the authenticity of digital images and testing for the presence of doctoring and manipulation operations on them has recently attracted attention. We review three categories of forensic features and discuss the design of classifiers between doctored and original images. The performance of classifiers with respect to selected controlled manipulations as well as to uncontrolled manipulations is analyzed. The tools for image manipulation detection are treated under feature fusion and decision fusion scenarios.

© 2006 SPIE and IS&T

Citation

Sevinç Bayram ; İsmail Avcıbaş ; Bülent Sankur and Nasir Memon
"Image manipulation detection", J. Electron. Imaging. 15(4), 041102 (December 28, 2006). ; http://dx.doi.org/10.1117/1.2401138


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