Abstract
As already known, prediction error histogram shifting (PEHS) is a remarkable reversible data hiding method in which a sequence E of prediction errors of pixels is constructed and data is embedded by histogram shifting (HS) on E. In this paper, we propose a method that is a combination of PEHS and PPVO method. In this scheme, after dividing the host image into equal-sized blocks, the block is considered based on its flat property. If it is flat, it embeds a data bit based on the PESH method. In remaining case, it embeds a data bit based on PPVO. Experimental results show that the proposed method outperforms some state-of-the-art methods in terms of embedding capacity and stego image quality.
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References
Images data (2017). http://decsai.ugr.es/cvg/dbimagenes. http://www.imageprocessingplace.com
Fridrich, J., Goljan, M., Du, R.: Invertible authentication. In: Security and Watermarking of Multimedia Contents III, vol. 4314, pp. 197–208. International Society for Optics and Photonics (2001)
Li, J., Wu, Y.H., Lee, C.F., Chang, C.C.: Generalized PVO-K embedding technique for reversible data hiding. IJ Netw. Secur. 20(1), 65–77 (2018)
Li, X., Li, J., Li, B., Yang, B.: High-fidelity reversible data hiding scheme based on pixel-value-ordering and prediction-error expansion. Sig. Process. 93(1), 198–205 (2013)
Li, Y.C., Yeh, C.M., Chang, C.C.: Data hiding based on the similarity between neighboring pixels with reversibility. Digit. Signal Proc. 20(4), 1116–1128 (2010)
Macq, B.: Lossless multiresolution transform for image authenticating watermarking. In: 2000 10th European Signal Processing Conference, pp. 1–4. IEEE (2000)
Ni, Z., Shi, Y.Q., Ansari, N., Su, W.: Reversible data hiding. IEEE Trans. Circuits Syst. Video Technol. 16(3), 354–362 (2006)
Ou, B., Li, X., Zhao, Y., Ni, R.: Reversible data hiding using invariant pixel-value-ordering and prediction-error expansion. Sig. Process. Image Commun. 29(7), 760–772 (2014)
Pan, Z., Gao, E.: Reversible data hiding based on novel embedding structure PVO and adaptive block-merging strategy. Multimedia Tools Appl. 78, 1–25 (2019)
Peng, F., Li, X., Yang, B.: Improved pvo-based reversible data hiding. Digit. Signal Proc. 25, 255–265 (2014)
Qu, X., Kim, H.J.: Pixel-based pixel value ordering predictor for high-fidelity reversible data hiding. Sig. Process. 111, 249–260 (2015)
Sao Nguyen, K., Le, Q.H., Pham, V.A.: A new reversible watermarking method based on histogram shifting. Appl. Math. Sci. 11(10), 445–460 (2017)
Taubman, D., Marcellin, M.: JPEG2000 Image Compression Fundamentals, Standards and Practice: Image Compression Fundamentals, Standards and Practice, vol. 642. Springer, Heidelberg (2012)
Thodi, D.M., RodrÃguez, J.J.: Reversible watermarking by prediction-error expansion. In: 6th IEEE Southwest Symposium on Image Analysis and Interpretation, pp. 21–25. IEEE (2004)
Tian, J.: Reversible watermarking by difference expansion. In: Proceedings of Workshop on Multimedia and Security, vol. 19 (2002)
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Sao, N.K., Luyen, C.T., Tai, L.K., Van At, P. (2020). Reversible Data Hiding Based on Prediction Error Histogram Shifting and Pixel-Based PVO. In: Nguyen, N., Jearanaitanakij, K., Selamat, A., Trawiński, B., Chittayasothorn, S. (eds) Intelligent Information and Database Systems. ACIIDS 2020. Lecture Notes in Computer Science(), vol 12034. Springer, Cham. https://doi.org/10.1007/978-3-030-42058-1_48
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