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Robust and Imperceptible Dual Watermarking for Telemedicine Applications

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Abstract

In this paper, the effects of different error correction codes on the robustness and imperceptibility of discrete wavelet transform and singular value decomposition based dual watermarking scheme is investigated. Text and image watermarks are embedded into cover radiological image for their potential application in secure and compact medical data transmission. Four different error correcting codes such as Hamming, the Bose, Ray-Chaudhuri, Hocquenghem (BCH), the Reed–Solomon and hybrid error correcting (BCH and repetition code) codes are considered for encoding of text watermark in order to achieve additional robustness for sensitive text data such as patient identification code. Performance of the proposed algorithm is evaluated against number of signal processing attacks by varying the strength of watermarking and covers image modalities. The experimental results demonstrate that this algorithm provides better robustness without affecting the quality of watermarked image.This algorithm combines the advantages and removes the disadvantages of the two transform techniques. Out of the three error correcting codes tested, it has been found that Reed–Solomon shows the best performance. Further, a hybrid model of two of the error correcting codes (BCH and repetition code) is concatenated and implemented. It is found that the hybrid code achieves better results in terms of robustness. This paper provides a detailed analysis of the obtained experimental results.

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References

  1. Mostafa, S. A. K. (2010). N El- sheimy, A S Tolba, F M Abdelkader, H M Elhindy, “Wavelet Packets-Based Blind Watermarking for Medical Image Management”. The Open Biomedical Engineering Journal, 4, 93–98.

    Article  Google Scholar 

  2. Peng, H., Wang, J., & Wang, W. (2010). Image watermarking method in multiwavelet domain based on support vector machines. The Journal of Systems and Software, 83, 1470–1477.

    Article  Google Scholar 

  3. N Nikolaidis and I Pitas, “Digital Image Watermarking: An Overview”, IEEE International Conference on MultimediaComputing and Systems, pp. 1–6, 1999.

  4. Cox, I.J., & Miller, M., (2002). “The First 50 Years of Electronic Watermarking”, Journal on Applied Signal Processing, pp. 126–132.

  5. Singh, A.K., Dave, M. & Mohan, Anand (2014). “Wavelet Based Image Watermarking: Futuristic Concepts in Information Security”, Proceedings of the National Academy of Sciences, India Section A: Physical Sciences, 2014, doi 10.1007/s40010-014-0140-x.

  6. Giakoumaki, A., Pavlopoulos, S., & Koutsouris, D. (2006). Secure and Efficient Health Data Management through Multiple Watermarking on Medical Images. Medical Biological Engineering & Computing, 44, 619–631.

    Article  Google Scholar 

  7. Chang, C.-C., Tai, W.-L., & Lin, C.-C. (2006). “A multipurpose wavelet-based image watermarking”, Proc. International Conference on Innovative Computing, Information and Control, pp. 70–73.

  8. Kannamma, A., Pavithra, K., & SubhaRani, S. (2012). Double Watermarking of DICOM Medical Images using Wavelet Decomposition Technique. European Journal of Scientific Research, 70, 46–55.

    Google Scholar 

  9. Dhanalakshmi, R., & Thaiyalnayaki, K. (2010). Dual Watermarking Scheme with Encryption. International Journal of Computer Science and Information Security, 7, 248–253.

    Google Scholar 

  10. Tripathi, S., Ramesh, N., Bernito, A., & Neeraj, K. J. (2010). A DWT based Dual Image Watermarking Technique for Authenticity and Watermark Protection. Signal & Image Processing: An International Journal (SIPIJ), 1, 33–45.

    Google Scholar 

  11. Mahajan, L. H., & Patil, S. A. (2013). Image Watermarking Scheme using SVD. International Journal of Advance Research in Science and Engineering, 2, 69–77.

    Google Scholar 

  12. Kumar, Basant, Kumar, Shishu Bind, & Chauhan, Digvijay Singh (2014).“Wavelet Based Imperceptible Medical Image Watermarking Using Spread-Spectrum”, 37\({th}\) International Conference on Telecommunications and Signal Processing, Berlin Germany, 660–664, 2014.

  13. Terzjia, N., Repges, M., Luck, K., & Geisselhardt, W. (2002). Digital Image Watermarking Using Discrete Wavelet Transform: Performance Comparison of Error Correction Codes. International Association of Science and Technology for Development.

  14. Lai, C.-C., & Tsai, C.-C. (2010). Digital Image Watermarking Using Discrete Wavelet Transform and Singular Value Decomposition. IEEE Transactions on Instrumentation and Measurement, 59, 3060–3063.

    Article  Google Scholar 

  15. Singh, A. K., Dave, M., & Mohan, Anand (2014). Hybrid Technique for Robust and Imperceptible Dual Watermarking using Error Correcting Codes for Application in Telemedicine, Int. J. of Electronic Security and Digital Forensics, 2014 (Accepted).

  16. Wu, K., Yan, W., & Du, J. (2007). “A Robust Dual Digital-Image Watermarking Technique”, International conference on Computational Intelligence and security workshop, pp. 668–671.

  17. Chemak, C., Bouhlel, M. S., Lapayre, J. C. (2007). “A new scheme of robust image watermarking: The double watermarking algorithm”, Proceedings of the 2007 Summer Computer Simulation Conference, SCSC 2007, San Diego, California, USA, pp. 1201–1208.

  18. Shen, H., & Chen, B. (2012). From Single Watermark to Dual Watermark: A New Approach for Image Watermarking. Computer and Electrical Engineering, 38, 1310–1324.

    Article  Google Scholar 

  19. Singh, A. K., Dave, M., & Mohan, A. (2013). “Hybrid Algorithm for Image Watermarking against Signal Processing Attack”, A S. Ramanna et al. (Eds.) Proceedings of \(7{th}\) Multi-Disciplinary International Workshop in Artificial Intelligence, Krabi-Thailand, Lecture Notes in Computer Science (LNCS) 8271, 235–246, 2013.

  20. Singh, A. K., Dave, M., & Mohan, A. (2014). Hybrid Technique for Robust and Imperceptible Image Watermarking in DWT- DCT-SVD Domain. National Academy Science Letters,. doi:10.1007/s40009-014-0241-8.

    Google Scholar 

  21. Zinger, S., Jin, Z., & Maitre, H. (2001). Optimization of Watermarking Performances Using Error Correcting Codes and Repetition, Communications and Multimedia Security Issues of the New Century, 229–240.

  22. Abdul, Wadood, Carr’e, Philippe, & Gaborit, Philippe (2013). Error correcting codes for robust color wavelet Watermarking. EURASIP Journal on Information Security (pp. 1–17)

  23. MedPix\(^{{\rm TM}}\) Medical Image Database available at http://rad.usuhs.mil/medpix/medpix.html.

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Authors and Affiliations

  1. Department of CSE and ICT, Jaypee University of Information Technology, Solan, Himachal Pradesh, India

    Amit Kumar Singh

  2. Department of Electronics & Communication Engineering, Motilal Nehru National Institute of Technology, Allahabad, India

    Basant Kumar

  3. Department of Computer Engineering, NIT Kurukshetra, Kurukshetra, India

    Mayank Dave

  4. Department of Electronics Engineering, IIT (BHU), Varanasi, Uttar Pradesh, India

    Anand Mohan

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  1. Amit Kumar Singh
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  2. Basant Kumar
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  3. Mayank Dave
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  4. Anand Mohan
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Correspondence to Amit Kumar Singh.

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Singh, A.K., Kumar, B., Dave, M. et al. Robust and Imperceptible Dual Watermarking for Telemedicine Applications. Wireless Pers Commun 80, 1415–1433 (2015). https://doi.org/10.1007/s11277-014-2091-6

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  • DOI: https://doi.org/10.1007/s11277-014-2091-6

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