Abstract
Due to high embedding capacity and security, dual stego-image based data hiding has become so popular. This paper proposes a two-level data encoding approach for reversible data hiding in dual stego-images. In the first level of encoding, the encoded intensities are estimated from the message intensities by assigning lower intensities to higher histogram data and higher intensities to lower histogram data. In the second level of encoding, the encoded intensities are folded by identifying the negative values to obtain the folded intensities. The folded intensities are embedded in the cover image to obtain the dual stego-images. The two-level data encoding process reduces the intensity of secret data which increases the quality of the two stego-images. During the extraction process, the folded intensities are extracted from the dual stego images. The folded intensities are decoded to encoded intensities and then to message intensities to obtain the secret data. This two-level data encoding approach increases the peak signal to noise ratio (PSNR) around 2 dB, and embedding rate (bpp) by 1%when compared to the traditional data hiding approach in dual stego images.


















Similar content being viewed by others
References
(Archive) CS103 S15 — Picture class (n.d.) http://bits.usc.edu/cs103-sp15/picture/ (accessed July 22, 2019).
X. Cao, S. Member, L. Du, X. Wei, D. Meng, High Capacity Reversible Data Hiding in Encrypted Images by Patch-Level Sparse Representation, (2015) 1–12.
Chang CC, Kieu TD, Chou YC (2007) Reversible Data Hiding Scheme Using Two Steganographic Images, TENCON 2007–2007 IEEE Reg. 10 Conf. 1–4. https://doi.org/10.1109/TENCON.2007.4483783.
Chang CC, Lu TC, Horng G, Huang YH, Hsu YM (2013) A high payload data embedding scheme using dual stego-images with reversibility, ICICS 2013 - Conf. Guid. 9th Int. Conf. Information, Commun. Signal Process. 1–5. https://doi.org/10.1109/ICICS.2013.6782790.
Dragoi I, Coltuc D (2014) Local-prediction-based difference expansion reversible watermarking. IEEE TransImage Process 23:1779–1790
Emmanuel AUBERT - LCM3B UHP Nancy 1, (n.d.) http://crm2.univlorraine.fr/pages_perso/Aubert/FTenglish/TheoIm/theoim.html (accessed July 22, 2019).
Hong W, Chen M, Chen TS (2017) An efficient reversible image authentication method using improved PVO and LSB substitution techniques. Signal Process Image Commun 58:111–122. https://doi.org/10.1016/j.image.2017.07.001
Huang F, Qu X, Kim HJ, Huang J (2015) Reversible Data Hiding in JPEG Images 8215:1–12. https://doi.org/10.1109/TCSVT.2015.2473235
J.V.C.I.R, Yao H, Qin C, Tang Z, Tian Y (2017) Guided filtering based color image reversible data hiding q. J Vis Commun Image Represent 43:152–163. https://doi.org/10.1016/j.jvcir.2017.01.004
Jung K (2017) Authenticable reversible data hiding scheme with less distortion in dual stego-images. Multimed Tools Appl 77:6225–6241. https://doi.org/10.1007/s11042-017-4533-0
Li M, Li Y (2016) Histogram shifting in encrypted Images with public key cryptosystem for reversible data hiding. Signal Process. https://doi.org/10.1016/j.sigpro.2016.07.002
Li X, Li J, Li B, Yang B (2013) High-fidelity reversible data hiding scheme based on pixel-value-ordering and prediction-error expansion. Signal Process 93:198–205. https://doi.org/10.1016/j.sigpro.2012.07.025
Li X, Zhang W, Gui X, Yang B (2016) Efficient reversible data hiding based on Multiple Histograms Modification 10:2016–2027
Lo C, Hu Y (2014) A novel reversible image authentication scheme for digital images. Signal Process 98:174–185. https://doi.org/10.1016/j.sigpro.2013.11.028
Nikolaidis A (2015) Reversible data hiding in JPEG images utilising zero quantised coefficients. Reversible data hiding in JPEG images utilising zero quantised coefficients 9:560–568. https://doi.org/10.1049/iet-ipr.2014.0689
Ou B, Li X, Zhao Y, Ni R (2015) Efficient color image reversible data hiding based on channel-dependent payload partition and adaptive embedding 108:642–657. https://doi.org/10.1016/j.sigpro.2014.10.012
Qin C, Chang C, Hsu T (2014) Reversible data hiding scheme based on exploiting modification direction with two steganographic images. Multimed Tools Appl 74:5861–5872. https://doi.org/10.1007/s11042-014-1894-5
C. Shaji, I.S. Sam, A new data encoding based on maximum to minimum histogram in reversible data hiding, Imaging Sci J 0 (2019) 1–13. https://doi.org/10.1080/13682199.2019.1592892, 67.
Shi YQ, Reversible Data Hiding, (2005) 1–12. https://doi.org/10.1109/ICIP.2002.1039911.
Test Images (n.d.) https://homepages.cae.wisc.edu/~ece533/images/ (accessed July 22, 2019).
Thodi DM, Rodríguez JJ, Member S (2007) Expansion embedding techniques for Reversible Watermarking 16:721–730
Tian J (2003) Reversible data embedding using a difference expansion. IEEE Trans Circuits Syst Video Technol 13:890–896. https://doi.org/10.1109/TCSVT.2003.815962
Wang Y, Shen J, Hwang M (2018) A Novel Dual Image-based High Payload Reversible Hiding Technique Using LSB Matching 20:801–804. https://doi.org/10.6633/IJNS.201807
Weblet Importer (n.d.) https://www.hlevkin.com/06testimages.htm (accessed July 24, 2019).
Weblet Importer (n.d.) https://www.cs.montana.edu/courses/spring2004/430/lectures/02/lect02.html (accessed July 22, 2019).
Weng S, Zhao Y, Pan J, Ni R (2008) Reversible Watermarking Based on Invariability and Adjustment on Pixel Pairs 15:721–724
Weng S, Pan J, Li L, Zhou L (2016) Reversible data hiding based on an adaptive pixel-embedding strategy and two-layer embedding. Inf. Sci. (NY). https://doi.org/10.1016/j.ins.2016.05.030
Wu H, Dugelay J, Shi Y (2015) Reversible Image Data Hiding with Contrast Enhancement 22:81–85
Zhang X (2011) Reversible data hiding in encrypted image. IEEE Signal Process 18:255–258
Zhang X, Wang S (2006) Efficient Steganographic Embedding by Exploiting Modification Direction, 10 781–783.
Zhang W, Zhao X, Yu N, Li F (2013) Reversible Data Hiding in Encrypted Images by Reserving Room Before Encryption 8:553–562
Luo ZXL, Chen Z, Chen M, Zeng X (2010) Reversible image watermarking using interpolation technique. IEEE Trans Inf Forensics Secur 5:187–193
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Shaji, C., Sam, I.S. Two level data encoding approach for reversible data hiding in dual Stego images. Multimed Tools Appl 79, 26969–26993 (2020). https://doi.org/10.1007/s11042-020-09273-y
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11042-020-09273-y