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2018 | OriginalPaper | Buchkapitel

An Improved Reversible Data Hiding Scheme with Large Payload Based on Image Local-Complexity

verfasst von : Fang Cao, Yalei Zhang, Bowen An, Heng Yao, Zhenjun Tang

Erschienen in: Cloud Computing and Security

Verlag: Springer International Publishing

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Abstract

In this paper, a reversible data hiding scheme for digital images with high hiding capacity is proposed. Original image is segmented into smooth and rough regions based on local complexity. In order to achieve higher hiding capacity, we embed three bits into each pixel belonging to smooth region with lower local complexity and one bit is embedded into each pixel of rough region, which can effectively exploit more redundancy during data embedding compared with conventional methods of prediction error expansion (PEE). Additionally, the pixel selection mechanism is applied to reduce the number of shifted pixels, which leads to high visual quality of stego image. Experimental results show that, our scheme can achieve better rate-distortion performance than some of state-of-the-art schemes.

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Literatur
1.
Zurück zum Zitat Shi, Y.Q., Li, X., Zhang, X., Wu, H., Ma, B.: Reversible data hiding: advances in the past two decades. IEEE Access 4, 3210–3237 (2016)CrossRef Shi, Y.Q., Li, X., Zhang, X., Wu, H., Ma, B.: Reversible data hiding: advances in the past two decades. IEEE Access 4, 3210–3237 (2016)CrossRef
2.
Zurück zum Zitat Celik, M.U., Sharma, G., Tekalp, A.M., Saber, E.: Lossless generalized-LSB data embedding. IEEE Trans. Image Process. 14(2), 253–266 (2005)CrossRef Celik, M.U., Sharma, G., Tekalp, A.M., Saber, E.: Lossless generalized-LSB data embedding. IEEE Trans. Image Process. 14(2), 253–266 (2005)CrossRef
3.
Zurück zum Zitat Tian, J.: Reversible data embedding using a difference expansion. IEEE Trans. Circuits Syst. Video Technol. 13(8), 890–896 (2003)CrossRef Tian, J.: Reversible data embedding using a difference expansion. IEEE Trans. Circuits Syst. Video Technol. 13(8), 890–896 (2003)CrossRef
4.
Zurück zum Zitat Ni, Z.C., Shi, Y.Q., Ansari, N., Su, W.: Reversible data hiding. IEEE Trans. Circuits Syst. Video Technol. 16(3), 354–362 (2006)CrossRef Ni, Z.C., Shi, Y.Q., Ansari, N., Su, W.: Reversible data hiding. IEEE Trans. Circuits Syst. Video Technol. 16(3), 354–362 (2006)CrossRef
5.
Zurück zum Zitat Qin, C., Chang, C.C., Huang, Y.H., Liao, L.T.: An inpainting-assisted reversible steganographic scheme using a histogram shifting mechanism. IEEE Trans. Circuits Syst. Video Technol. 23(7), 1109–1118 (2013)CrossRef Qin, C., Chang, C.C., Huang, Y.H., Liao, L.T.: An inpainting-assisted reversible steganographic scheme using a histogram shifting mechanism. IEEE Trans. Circuits Syst. Video Technol. 23(7), 1109–1118 (2013)CrossRef
6.
Zurück zum Zitat Li, X., Li, B., Yang, B., Zeng, T.: General framework to histogram-shifting-based reversible data hiding. IEEE Trans. Image Process. 22(6), 2181–2191 (2013)MathSciNetCrossRef Li, X., Li, B., Yang, B., Zeng, T.: General framework to histogram-shifting-based reversible data hiding. IEEE Trans. Image Process. 22(6), 2181–2191 (2013)MathSciNetCrossRef
7.
Zurück zum Zitat Li, X., Zhang, W., Gui, X., Yang, B.: Efficient reversible data hiding based on multiple histograms modification. IEEE Trans. Inf. Forensics Secur. 10(9), 2016–2027 (2015)CrossRef Li, X., Zhang, W., Gui, X., Yang, B.: Efficient reversible data hiding based on multiple histograms modification. IEEE Trans. Inf. Forensics Secur. 10(9), 2016–2027 (2015)CrossRef
8.
Zurück zum Zitat Fallahpour, M.: Reversible image data hiding based on gradient adjusted prediction. IEICE Electron. Express 5(20), 870–876 (2008)CrossRef Fallahpour, M.: Reversible image data hiding based on gradient adjusted prediction. IEICE Electron. Express 5(20), 870–876 (2008)CrossRef
9.
Zurück zum Zitat Thodi, D.M., Rodriguez, J.J.: Expansion embedding techniques for reversible watermarking. IEEE Trans. Image Process. 16(3), 721–730 (2007)MathSciNetCrossRef Thodi, D.M., Rodriguez, J.J.: Expansion embedding techniques for reversible watermarking. IEEE Trans. Image Process. 16(3), 721–730 (2007)MathSciNetCrossRef
10.
Zurück zum Zitat Li, X., Yang, B., Zeng, T.: Efficient reversible watermarking based on adaptive prediction-error expansion and pixel selection. IEEE Trans. Image Process. 20(12), 3524–3533 (2011)MathSciNetCrossRef Li, X., Yang, B., Zeng, T.: Efficient reversible watermarking based on adaptive prediction-error expansion and pixel selection. IEEE Trans. Image Process. 20(12), 3524–3533 (2011)MathSciNetCrossRef
11.
Zurück zum Zitat Ou, B., Li, X., Zhao, Y., Ni, R., Shi, Y.Q.: Pairwise prediction-error expansion for efficient reversible data hiding. IEEE Trans. Image Process. 22(12), 5010–5021 (2013)MathSciNetCrossRef Ou, B., Li, X., Zhao, Y., Ni, R., Shi, Y.Q.: Pairwise prediction-error expansion for efficient reversible data hiding. IEEE Trans. Image Process. 22(12), 5010–5021 (2013)MathSciNetCrossRef
Metadaten
Titel
An Improved Reversible Data Hiding Scheme with Large Payload Based on Image Local-Complexity
verfasst von
Fang Cao
Yalei Zhang
Bowen An
Heng Yao
Zhenjun Tang
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-030-00015-8_20