Abstract
Reversible Data Hiding is a tactic of conveying secret message by embedding the same in any of the multimedia content and after extracting the hidden information, original cover can be recovered without any deformation to it. In this paper an unique way of embedding the secret data reversibly by applying pairwise prediction error expansion on Integer-Integer Wavelet transformed (I-IWT) image points is proposed for medical images. Considering the statistics of the medical images the neighboring points are considered to be similar and hence the prediction errors are perceived to be close to zero/minimum. The proposed scheme employs I-IWT which is applied to the sub bands of cover image and secret bits are embedded into all sub bands. Experimental analysis is carried out on various test medical images and compared with other recent reversible data hiding schemes. Superior image quality for considerable payload determines the efficiency of the proposed approach.
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Ni, Z., Shi, Y.-Q., Ansari, N., Su, W.: Reversible data hiding. IEEE Trans. Circuits Syst. Video Technol. 16(3), 354–361 (2006)
Lin, C.C., Tai, W.L., Chang, C.C.: Multilevel reversible data hiding based on histogram modification of difference images. J. Pattern Recogn. 41(1), 3582–3591 (2008)
Tai, W.L., Yeh, C.M., Chang, C.C.: Reversible data hiding based on histogram modification of pixel differences. IEEE Trans. Circuits Syst. Video Technol. 19(6), 906–910 (2009)
Kim, K.S., Lee, M.J., Lee, H.Y., Lee, H.K.: Reversible data hiding exploiting spatial correlation between sub-sampled images. J. Pattern Recogn. 42(1), 3083–3096 (2009)
Nicole, R.: Title of paper with only first word capitalized. J. Name Stand. Abbrev. 2, 740–741 (1987). in Press
Tian, J.: Reversible data embedding using a difference expansion. IEEE Trans. Circuits Syst. Video Technol. 13(8), 890–896 (2003)
Alattar, A.M.: Reversible watermark using the difference expansion of a generalized integer transform. IEEE Trans. Image Process. 13(8), 1147–1156 (2004)
Weng, S., Zhao, Y., Pan, J.-S., Ni, R.: A novel high-capacity reversible water-marking scheme. In: Proceedings of IEEE International Conference on Multimedia and Expo (ICME 2007), pp. 631–634 (2007)
Yang, B., Schmucker, M., Niu, X., Busch, C., Sun, S.: Reversible image watermarking by histogram modification for integer DCT coefficients. In: Proceedings of the 6th Workshop on Multimedia Signal Processing (MMSP 2004), pp. 143–146 (2004)
Thodi, D.M., Rodríguez, J.J.: Prediction-error based reversible watermarking. In: Proceedings of International Conference on Image Processing (ICIP 2004), vol. 3, pp. 1549–1552 (2004)
Tsai, P.Y., Hu, Y.C., Yeh, H.L.: Reversible image hiding scheme using predictive coding and histogram shifting. Sig. Process. 89(6), 1129–1143 (2009)
Hu, Y., Lee, H.K., Li, J.: DE-based reversible data hiding with improved overflow location map. IEEE Trans. Circuits Syst. Video Technol. 19(2), 250–260 (2009)
Jung, K.H., Yoo, K.Y.: Data hiding method using image interpolation. J. Comput. Stand. Interfaces 31(1), 465–470 (2009)
Luo, L., Chen, Z., Chen, M., Zeng, Q., Xiong, Z.: Reversible image watermarking using interpolation technique. IEEE Trans. Inf. Forensics Secur. 5(1), 187–193 (2010)
Lee, C.-F., Huang, Y.-L.: An efficient image interpolation increasing payload in reversible data hiding. Expert Syst. Appl. 39, 6712–6719 (2012)
Jung, K.H., Yoo, K.Y.: Steganographic method based on interpolation and LSB substitution of digitaal image interpolation. Multimed. Tools Appl. 74, 2143–2155 (2015)
Geetha, R., Geetha, S.: Multilevel RDH scheme using image interpolation. In: 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Jaipur, pp. 1952–1956 (2016)
Zhao, Z., Luo, H., Lu, Z.M., Pan, J.S.: Reversible data hiding based on multilevel histogram modification and sequential recovery. Int. J. Electr. Commun. (AEÜ) 65(10), 814–826 (2011)
Bo, O., Li, X., Zhao, Y.: Pairwise prediction-error expansion for efficient reversible data hiding. IEEE Trans. Image Process. 22(12), 5010–5021 (2013)
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Geetha, R., Geetha, S. (2018). Improved Reversible Data Embedding in Medical Images Using I-IWT and Pairwise Pixel Difference Expansion. In: Bhattacharyya, P., Sastry, H., Marriboyina, V., Sharma, R. (eds) Smart and Innovative Trends in Next Generation Computing Technologies. NGCT 2017. Communications in Computer and Information Science, vol 828. Springer, Singapore. https://doi.org/10.1007/978-981-10-8660-1_45
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DOI: https://doi.org/10.1007/978-981-10-8660-1_45
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