A Comparative Analysis on Reversible Watermarking Techniques in Medical Images

Authors

  • Seyed Mojtaba Mousavi Computer Vision, Video and Image Processing Research Lab, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor Malaysia
  • Alireza Naghsh Department of Electrical Engineering, Najafabad Branch, Islamic Azad University, Isfahan, Iran
  • Sayed Amir Hejazi Esfahan Regional Electrical Company, Isfahan, Iran
  • S.A.R Abu-Bakar Computer Vision, Video and Image Processing Research Lab, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor Malaysia

DOI:

https://doi.org/10.11113/jt.v72.3187

Keywords:

Reversible watermarking, difference expansion, histogram shifting

Abstract

Digital Image watermarking is usually used for identifying the owner, provider or recipient of an image. Watermarking also can be used for other applications such as copyright protection, fingerprinting, authentication, integrity verification, broadcast monitoring and content description. Reversibility is one of the important aspects in digital image watermarking. It is also known as lossless or invertible watermarking. Compared to conventional watermarking scheme, reversible data hiding restores not only the watermark, but also the original multimedia perfectly, which is a critical requirement for medical and military applications. In this work, after presenting different classifications of reversible methods, two commonly used reversible techniques are explained and their strengths and weaknesses are discussed.

Author Biographies

  • Seyed Mojtaba Mousavi, Computer Vision, Video and Image Processing Research Lab, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor Malaysia
    Dept. of Electronics and Computer Engineering, Faculty of Electrical Engineering, Universiti Teknologi
  • Alireza Naghsh, Department of Electrical Engineering, Najafabad Branch, Islamic Azad University, Isfahan, Iran
    Department of Electrical Engineering, Najafabad Branch, Islamic Azad University, Isfahan, Iran
  • S.A.R Abu-Bakar, Computer Vision, Video and Image Processing Research Lab, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor Malaysia
    Dept. of Electronics and Computer Engineering, Faculty of Electrical Engineering, Universiti Teknologi

References

Yeo, D.G., H.Y. Lee, and B.M. Kim. 2011. High Capacity Reversible Watermarking Using Differential Histogram Shifting and Predicted Error Compensation. Journal of Electronic Imaging. 20(1): 013001–1–11.

KAUR, M. and R. KAUR. 2012. Reversible Watermarking of Medical Images Authentication and Recovery-A Survey. Journal of Information and Operations Management. 3(1): 241–244.

Mousavi, S., A. Naghsh, and S.A.R. Abu-Bakar. 2014. Watermarking Techniques used in Medical Images: a Survey. Journal of Digital Imaging. 1–16.

Kuang, L.-Q., Y. Zhang, and X. Han. 2009. A medical image authentication system based on reversible digital watermarking.

Arsalan, M., S.A. Malik, and A. Khan. 2012. Intelligent Reversible Watermarking In Integer Wavelet Domain for Medical Images. Journal of Systems and Software. 85(4): 883–894.

Huang, S.C. and M.S. Lin. 2010. A High-Capacity Reversible Data-hiding Scheme for Medical Images. Journal of Medical and Biological Engineering. 30(5): 289–296.

Al-Qershi, O.M. and B.E. Khoo. 2011. High Capacity Data Hiding Schemes for Medical Images Based on Difference Expansion. Journal of Systems and Software. 84(1): 105–112.

Irany, B.M., X.C. Guo, and D. Hatzinakos. 2011. A High Capacity Reversible Multiple Watermarking Scheme for Medical Images.

Velumani, R. and V. Seenivasagam. 2010. A Reversible Blind Medical Image Watermarking Scheme for Patient Identification, Improved Telediagnosis and Tamper Detection with A Facial Image Watermark.

Fallahpour, M., D. Megias, and M. Ghanbari. 2009. High Capacity, Reversible Data Hiding In Medical Images.

Lou, D.C., M.C. Hu, and J.L. Liu. 2009. Multiple Layer Data Hiding Scheme for Medical Images. Computer Standards & Interfaces. 31(2): 329–335.

Boucherkha, S. and M. Benmohamed. 2004. A Lossless Watermarking Based Authentication System for Medical Images.

Memon, N.A., et al. 2011. Reversible Watermarking Method Based on Adaptive Thresholding and Companding Technique. International Journal of Computer Mathematics. 88(8): 1573–1594.

Zain, J.M. and M. Clarke. 2007. Reversible Region of Non-Interest (RONI) Watermarking for Authentication of DICOM Images. Int J Comput Sci Network Secur. 7(9): 19–28.

Kundu, M.K. and S. Das. 2010. Lossless ROI Medical Image Watermarking Technique with Enhanced Security and High Payload Embedding.

Al-Qershi, O.M. and K. Bee Ee. 2010. ROI-Based Tamper Detection and Recovery for Medical Images Using Reversible Watermarking Technique.

Guo, X. and T.G. Zhuang. 2009. A Region-Based Lossless Watermarking Scheme for Enhancing Security of Medical Data. Journal of Digital Imaging. 22(1): 53–64.

Navas, K.A., S.A. Thampy, and M. Sasikumar. 2007. EPR Hiding in Medical Images for Telemedicine. International Journal of Biological and Life Sciences. 3(1): 44–47.

Fotopoulos, V., M.L. Stavrinou, and A.N. Skodras. 2008. Medical Image Authentication and Self-Correction Through an Adaptive Reversible Watermarking Technique.

Maity, H.K. and S.P. Maity. 2012. Joint Robust and Reversible Watermarking for Medical Images. Procedia Technology. 6: 275–282.

Al-Qershi, O.M. and B.E. Khoo. 2009. Authentication and Data Hiding Using a Reversible ROI-based Watermarking Scheme for DICOM Images. World Academy of Science, Engineering and Technology. 801–806.

Zain, J.M. and A.R.M. Fauzi. 2007. Evaluation of Medical Image Watermarking with Tamper Detection and Recovery (AW-TDR).

Liew, S.C.,S. W. Liew, and J.M. Zain. 2010. Reversible Medical Image Watermarking for Tamper Detection And Recovery With Run Length Encoding Compression.

Agung, B.W.R., Adiwijaya, and F.P. Permana. 2012. Medical image watermarking with tamper detection and recovery using reversible watermarking with LSB modification and run length encoding (RLE) compression.

Chiang, K.H., et al. 2008. Tamper Detection and Restoring System for Medical Images Using Wavelet-based Reversible Data Embedding. Journal of Digital Imaging. 21(1): 77–90.

Huang, H.C. and F.C. Chang. 2013. Hierarchy-Based Reversible Data Hiding. Expert Systems with Applications. 40(0): 34–43.

Tian, J. 2003. Reversible Data Embedding Using A Difference Expansion. Circuits and Systems for Video Technology, IEEE Transactions on. 13(8): 890–896.

Ni, Z., et al. 2006. Reversible Data Hiding. IEEE Transactions on Circuits and Systems for Video Technology. 16(3): 354–362.

Celik, M.U., et al. 2005. Lossless Gneralized-LSB Data Embedding. IEEE Trans. Image Process. 14(2): 253–266.

Yang, B., et al. 2004. Integer DCT-Based Reversible Watermarking for Images Using Compounding Technique. Proceedings of the SPIE. 5306: 405–415.

Xuan, G., et al. 2006. Lossless Data Hiding Using Histogram Shifting Method Based on Integer Wavelets. Lect. Notes Comp. Sci. 4283: 323–332.

Lee, S., C.D. Yoo, and T. Kalker. 2007. Reversible Image Watermarking Based on Integer-to-Integer Wavelet Transform. IEEE Trans. Info. Forensics Secur. 2(3): 321–330.

Alattar, A.M. 2003. Reversible Watermark Using Difference Expansion of Triplets.

Alattar, A.M. 2004. Reversible Watermark Using the Difference Expansion of A Generalized Integer Transform. Image Processing, IEEE Transactions on. 13(8): 1147–1156.

Kamstra, L. and H.J.A.M. Heijmans. 2005. Reversible Data Embedding Into Images Using Wavelet Techniques and Sorting. Image Processing, IEEE Transactions on. 14(12): 2082–2090.

Thodi, D.M. and J.J. Rodriguez. 2007. Expansion Embedding Techniques for Reversible Watermarking. Image Processing, IEEE Transactions on. 16(3): 721–730.

Lin, C.C., W.L. Tai, and C.C. Chang. 2008. Multilevel Reversible Data Hiding Based on Histogram Modification of Difference Images. Pattern Recognition. 41(12): 3582–3591.

Tsai, P., Y.C. Hu, and H.L. Yeh. 2009. Reversible Image Hiding Scheme Using Predictive Coding and Histogram Shifting. Signal Processing. 89(6): 1129–1143.

Honsinger, C.W., et al. 1999. Lossless Recovery of an Original Image Containing Embedded Data. ed: Google Patents.

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Published

2014-12-29

Issue

Section

Science and Engineering

How to Cite

A Comparative Analysis on Reversible Watermarking Techniques in Medical Images. (2014). Jurnal Teknologi, 72(1). https://doi.org/10.11113/jt.v72.3187