Image steganalysis based on moments of characteristic functions using wavelet decomposition, prediction-error image, and neural network

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http://doi.ieeecomputersociety.org/10.1109/ICME.2005.1521412

2005 IEEE International Conference on ...

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	Similar Articles Articles by Y.Q. Shi Articles by null Guorong Xuan Articles by D. Zou Articles by null Jianjiong Gao Articles by null Chengyun Yang Articles by null Zhenping Zhang Articles by null Peiqi Chai Articles by W. Chen Articles by C. Chen

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	Y.Q. Shi, null Guorong Xuan, D. Zou, null Jianjiong Gao, null Chengyun Yang, null Zhenping Zhang, null Peiqi Chai, W. Chen, C. Chen, "Image steganalysis based on moments of characteristic functions using wavelet decomposition, prediction-error image, and neural network," Multimedia and Expo, IEEE International Conference on, pp. 4 pp., 2005 IEEE International Conference on Multimedia and Expo, 2005.

	BibTex	x
	@article{ 10.1109/ICME.2005.1521412, author = {Y.Q. Shi and null Guorong Xuan and D. Zou and null Jianjiong Gao and null Chengyun Yang and null Zhenping Zhang and null Peiqi Chai and W. Chen and C. Chen}, title = {Image steganalysis based on moments of characteristic functions using wavelet decomposition, prediction-error image, and neural network}, journal ={Multimedia and Expo, IEEE International Conference on}, volume = {0}, year = {2005}, isbn = {0-7803-9331-7}, pages = {4 pp.}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICME.2005.1521412}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Multimedia and Expo, IEEE International Conference on TI - Image steganalysis based on moments of characteristic functions using wavelet decomposition, prediction-error image, and neural network SN - 0-7803-9331-7 SP EP A1 - Y.Q. Shi, A1 - null Guorong Xuan, A1 - D. Zou, A1 - null Jianjiong Gao, A1 - null Chengyun Yang, A1 - null Zhenping Zhang, A1 - null Peiqi Chai, A1 - W. Chen, A1 - C. Chen, PY - 2005 KW - statistical moment KW - blind image steganalysis KW - moment-of-characteristic function KW - wavelet decomposition KW - prediction-error image KW - artificial neural network VL - 0 JA - Multimedia and Expo, IEEE International Conference on ER -

Y.Q. Shi, New Jersey Inst. of Technol., Newark, NJ, USA

D. Zou

W. Chen

C. Chen

In this paper, a general blind image steganalysis system is proposed, in which the statistical moments of characteristic functions of the prediction-error image, the test image, and their wavelet subbands are selected as features. Artificial neural network is utilized as the classifier. The performance of the proposed steganalysis system is significantly superior to the prior arts.

Index Terms:

statistical moment, blind image steganalysis, moment-of-characteristic function, wavelet decomposition, prediction-error image, artificial neural network

Citation:

Y.Q. Shi, null Guorong Xuan, D. Zou, null Jianjiong Gao, null Chengyun Yang, null Zhenping Zhang, null Peiqi Chai, W. Chen, C. Chen, "Image steganalysis based on moments of characteristic functions using wavelet decomposition, prediction-error image, and neural network," icme, pp.4 pp., 2005 IEEE International Conference on Multimedia and Expo, 2005

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