A reversible data hiding based on generalized pixel value ordering
Email:
luyenct@utc.edu.vn
Keywords:
reversible data hiding, pixel value ordering, generalized pixel value ordering.
Abstract
The security and integrity verification of the data has been becoming supreme importance and concerning, especially, almost data is communicated through the Internet. In this paper, we propose the reversible data hiding scheme based on generalized pixel value ordering in order to solve authentication the digital integrity images. In the proposed scheme, each selected sub block first is sorted in ascending order then embedding k bits of data without changing order. The criteria for selecting smooth blocks is also proposed in this paper. Embedding in those smooth blocks make image quality better. Experimental results show that the proposed reversible data hiding scheme gains not only high embedding capacity but also good imperceptibility.References
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[8]. X. Li, B. Li, B. Yang, T. Zeng, General framework to histogram shifting based reversible data hiding, IEEE Trans. Image Process, 22 (2013) 2181–2191. http://doi.org/10.1109/TIP.2013.2246179
[9]. W. Hong, T.S. Chen, C.W. Shiu, Reversible data hiding for high quality images using modification of prediction errors, J.Syst.Softw, 82 (2009) 1833–1842). https://doi.org/10.1016/j.jss.2009.05.051
[10]. D.Coltuc, Improved embedding for prediction-based reversible watermarking, IEEETrans. Inf. Forensic Secur, 6 (2011) 873–882. http://doi.org/10.1109/TIFS.2011.2145372
[11]. X. Li, J.Li, B. Li, B. Yang, High fidelity reversible data hiding scheme based on pixel value ordering and prediction error expansion, Signal Process, 93 (2013) 198–205. https://doi.org/10.1016/j.sigpro.2012.07.025
[12]. F. Peng, X. Li, and B. Yang, Improved PVO-based reversible data hiding, Digital Signal Processing, 25 (2014) 255–265. https://doi.org/10.1016/j.dsp.2013.11.002
[13]. X. Qu, H.J. Kim, Pixel-based pixel value ordering predictor for high-fidelity reversible data hiding, Signal Process 111 (2015) 249–260. https://doi.org/10.1016/j.sigpro.2015.01.002
[14]. J. J. Li, Y.H. Wu, C. F. Lee and C. C. Chang, Generalized PVO-K Embedding Technique for Reversible Data Hiding, International Journal of Network Security, 20 (2018) 65-77. http://doi.org/10.6633/IJNS.201801.20(1).08
[15]. L.Q Hoa, C. T. Luyen, N. K. Sao and P. V. At, An Improved Reversible Watermarking Based on Pixel Value Ordering and Prediction Error Expansion, Lecture Notes in Computer Science book series, 12034 (2020) 582-592. https://doi.org/10.1007/978-3-030-42058-1_49
[2]. J. Fridrich, M. Goljan, R.Du, Lossless data embedding--new paradigm in digital watermarking, EURASIP Journal on Advances in Signal Processing, 2002 (2002) 185–196. https://doi.org/10.1155/S1110865702000537
[3]. J. Tian, Reversible data embedding using a difference expansion, IEEE Trans. Circuits Syst. Video Technol, 8 (2003) 890–896. http://doi.org/10.1109/TCSVT.2003.815962
[4]. A.M. Alattar, Reversible Watermarking Using the Difference Expansion of A Generalized Integer, IEEE transactions on image processing, 8 (2004) 1147–1156. http://doi.org/10.1109/TIP.2004.828418
[5]. G. Xuan, C. Yang, Y. Zhen, Y.Q. Shi, Z. Ni, Reversible Data Hiding Using Integer Wavelet Transform and Companding Technique, Lecture Notes in Computer Science book series, 3304 (2004) 115-124. https://doi.org/10.1007/978-3-540-31805-7_10
[6]. F. Peng, X. Li, B. Yang, Adaptive reversible data hiding scheme based on integer transform, Signal Proccessing, 92 (2012) 54-62. https://doi.org/10.1016/j.sigpro.2011.06.006
[7]. D.M. Thodi, J.J. Rodriguez, Expansion Embedding Techniques for Reversible Watermarking, IEEE Trans. Image Process, 16 (2007) 721 - 730. http://doi.org/ 10.1109/TIP.2006.891046
[8]. X. Li, B. Li, B. Yang, T. Zeng, General framework to histogram shifting based reversible data hiding, IEEE Trans. Image Process, 22 (2013) 2181–2191. http://doi.org/10.1109/TIP.2013.2246179
[9]. W. Hong, T.S. Chen, C.W. Shiu, Reversible data hiding for high quality images using modification of prediction errors, J.Syst.Softw, 82 (2009) 1833–1842). https://doi.org/10.1016/j.jss.2009.05.051
[10]. D.Coltuc, Improved embedding for prediction-based reversible watermarking, IEEETrans. Inf. Forensic Secur, 6 (2011) 873–882. http://doi.org/10.1109/TIFS.2011.2145372
[11]. X. Li, J.Li, B. Li, B. Yang, High fidelity reversible data hiding scheme based on pixel value ordering and prediction error expansion, Signal Process, 93 (2013) 198–205. https://doi.org/10.1016/j.sigpro.2012.07.025
[12]. F. Peng, X. Li, and B. Yang, Improved PVO-based reversible data hiding, Digital Signal Processing, 25 (2014) 255–265. https://doi.org/10.1016/j.dsp.2013.11.002
[13]. X. Qu, H.J. Kim, Pixel-based pixel value ordering predictor for high-fidelity reversible data hiding, Signal Process 111 (2015) 249–260. https://doi.org/10.1016/j.sigpro.2015.01.002
[14]. J. J. Li, Y.H. Wu, C. F. Lee and C. C. Chang, Generalized PVO-K Embedding Technique for Reversible Data Hiding, International Journal of Network Security, 20 (2018) 65-77. http://doi.org/10.6633/IJNS.201801.20(1).08
[15]. L.Q Hoa, C. T. Luyen, N. K. Sao and P. V. At, An Improved Reversible Watermarking Based on Pixel Value Ordering and Prediction Error Expansion, Lecture Notes in Computer Science book series, 12034 (2020) 582-592. https://doi.org/10.1007/978-3-030-42058-1_49
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Received
10/12/2020
Revised
25/12/2020
Accepted
26/12/2020
Published
15/02/2021
Type
Research Article
How to Cite
Nguyễn Trọng, P., & Cao Thị, L. (1613322000). A reversible data hiding based on generalized pixel value ordering. Transport and Communications Science Journal, 72(2), 193-203. https://doi.org/10.47869/tcsj.72.2.5
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