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     Research Journal of Applied Sciences, Engineering and Technology


An Overview of Multimodal Biometric Approaches Based on Digital Image Watermarking

Abdulmawla Najih, S.A.R. Al-Haddad, Abd Rahman Ramli and S.J. Hashim, Mohammad Ali Nematollahi
Department of Computer and Communication Systems Engineering, Faculty of Engineering, Universiti Putra Malaysia, UPM Serdang, 43400 Selangor Darul Ehsan, Malaysia
Research Journal of Applied Sciences, Engineering and Technology  2016  6:481-494
http://dx.doi.org/10.19026/rjaset.13.3008  |  © The Author(s) 2016
Received: November ‎6, ‎2015  |  Accepted: January ‎13, ‎2016  |  Published: September 15, 2016

Abstract

In this review study, a different multimodal biometric approach based on digital image watermarking is discussed. Although some of the multimodal approaches combined the score of each biometric system separately, applying biometric digital image watermarking is useful due to more security and simplicity issues In spite of difficulties to develop multimodal biometric systems, currently many studies are done to improve these systems. However, it seems it is required to have one review paper in this area for researchers who currently work in this field. The results show that embedding voice biometric in face image not only can improve the recognition performance, but also, can improve the security of the multimodal biometric systems.

Keywords:

Biometrics, digital image watermarking, face recognition, multimodal systems, voice recognition,


References

  1. Agarwal, H., B. Raman and I. Venkat, 2014. Blind reliable invisible watermarking method in wavelet domain for face image watermark. Multimed. Tools Appl., 74(17): 6897-6935.
    Direct Link
  2. Akhaee, M.A., S.M.E. Sahraeian, B. Sankur and F. Marvasti, 2009. Robust scaling-based image watermarking using maximum-likelihood decoder with optimum strength factor. IEEE T. Multimedia, 11(5): 822-833.
    Direct Link
  3. Akhaee, M.A., S.M.E. Sahraeian and F. Marvasti, 2010. Contourlet-based image watermarking using optimum detector in a noisy environment. IEEE T. Image Process., 19(4): 967-980.
    CrossRef    PMid:20028631    
  4. Arya, M.S. and R. Siddavatam, 2013. Geometric robust multimodal biometric watermarking scheme for copyright protection of digital images. Int. J. Comput. Appl., 72(9): 40-52.
    Direct Link
  5. Bhatnagar, G. and B. Raman, 2012. Wavelet packet transform-based robust video watermarking technique. Sadhana, 37(3): 371-388.
    Direct Link
  6. Bimbot, F., J.F. Bonastre, C. Fredouille, G. Gravier, I. Magrin-Chagnolleau, S. Meignier, T. Merlin, J. Ortega-García, D. Petrovska-Delacrétaz and D.A. Reynolds, 2004. A tutorial on text-independent speaker verification. EURASIP J. Appl. Si. Pr., 2004: 430-451.
    Direct Link
  7. Chaudhary, S. and R. Nath, 2015. A new multimodal biometric recognition system integrating iris, face and voice. Int. J. Adv. Res. Comput. Sci. Softw. Eng., 5(4): 145-150.
    Direct Link
  8. Cheung, W.N., 2000. Digital image watermarking in spatial and transform domains. Proceeding of the IEEE TENCON 2000.
  9. Do, M.N. and M. Vetterli, 2005. The contourlet transform: An efficient directional multiresolution image representation. IEEE T. Image Process., 14(12): 2091-2106.
    CrossRef    PMid:16370462    
  10. Fan, L. and F. Yanmei, 2006. A DWT-based video watermarking algorithm applying DS-CDMA. Proceeding of the IEEE Region 10th Conference TENCON 2006. Hong Kong, pp: 1-4.
    Direct Link
  11. Fazel, A. and S. Chakrabartty, 2011. An overview of statistical pattern recognition techniques for speaker verification. IEEE Circuit. Syst. Mag., 11(2): 62-81.
    Direct Link
  12. Fouad, M., A. El Saddik and E. Petriu, 2010. Combining DWT and LSB watermarking to secure revocable iris templates. Proceeding of the IEEE 10th International Conference on Information Sciences Signal Processing and their Applications (ISSPA, 2010). Kuala Lumpur, pp: 25-28.
    Direct Link
  13. Galton, F., 1889. Personal identification and description. J. Anthropol. Inst. Great Britain Ireland, 18: 177-191.
    Direct Link
  14. Ghazy, R.A., A.M. Abbas, N. Al-Zubi, E.S. Hassan, N.A. El-Fishawy, M.M. Hadhoud, M.I. Dessouky, E.S.M. El-Rabaie, S.A. Alshebeili and F.E. Abd El-Samie, 2015. Block-based SVD image watermarking in spatial and transform domains. Int. J. Electron., 102(7): 1091-1113.
    Direct Link
  15. Ghouzali, S., 2015. Watermarking Based Multi-biometric Fusion Approach. In: El Hajji, S. et al. (Eds.), Codes, Cryptology, and Information Security. Lecture Notes in Computer Science, Springer International Publishing, Switzerland, 9084: 342-351.
    Direct Link
  16. Huai-Yu, Z., L. Ying and W. Cheng-Ke, 2004. A blind spatial-temporal algorithm based on 3D wavelet for video watermarking. Proceeding of the IEEE International Conference on Multimedia and Expo (ICME'04), 3: 1727-1730.
    Direct Link
  17. Inamdar, V.S. and P.P. Rege, 2014. Dual watermarking technique with multiple biometric watermarks. Sadhana, 39(1): 3-26.
    Direct Link' target='_blank'>Direct Link
  18. Kalra, S. and A. Lamba, 2014. A survey on multimodal biometric. Int. J. Comput. Sci. Inf. Technol., 5(2): 2148-2151.
    Direct Link
  19. Kang, X., J. Huang, Y.Q. Shi and Y. Lin, 2003. A DWT-DFT composite watermarking scheme robust to both affine transform and JPEG compression. IEEE T. Circ. Syst. Vid., 13(8): 776-786.
    Direct Link
  20. Khalilian, H., S. Ghaemmaghami and M. Omidyeganeh, 2009. Digital video watermarking in 3-D ridgelet domain. Proceeding of the 11th International Conference on Advanced Communication Technology (ICACT, 2009). Phoenix Park, 3: 1643-1646.
    Direct Link
  21. Khan, M.K., L. Xie and J. Zhang, 2007. Robust Hiding of Fingerprint-biometric Data into Audio Signals. In: Lee, S.W. and S.Z. Li (Eds.), Advances in Biometrics. Lecture Notes in Computer Science, Springer-Verlag, Berlin, Heidelberg, 4642: 702-712.
    Direct Link
  22. Li, J., X. Zhang, S. Liu and X. Ren, 2009. An adaptive secure watermarking scheme for images in spatial domain using fresnel transform. Proceeding of the 1st International Conference on Information Science and Engineering (ICISE, 2009). Nanjing, pp: 1630-1633.
    Direct Link
  23. Li, X. and R. Wang, 2007. A video watermarking scheme based on 3D-DWT and neural network. Proceeding of the 9th IEEE International Symposium on Multimedia Workshops (ISMW'07). Taichung, Taiwan, pp: 110-115.
    Direct Link
  24. Lin, W.H., S.J. Horng, T.W. Kao, P. Fan, C.L. Lee and Y. Pan, 2008. An efficient watermarking method based on significant difference of wavelet coefficient quantization. IEEE T. Multimedia, 10(5): 746-757.
    Direct Link
  25. Ma, B., Y. Wang, C. Li, Z. Zhang and D. Huang, 2014. Secure multimodal biometric authentication with wavelet quantization based fingerprint watermarking. Multimed. Tools Appl., 72(1): 637-666.
    Direct Link
  26. Ma, J. and G. Plonka, 2010. A review of curvelets and recent applications. IEEE Signal Proc. Mag., 27(2): 118-133.
  27. Mallat, S.G., 1989. A theory for multiresolution signal decomposition: the wavelet representation. IEEE T. Pattern Anal., 11(7): 674-693.
    CrossRef    
  28. Mat Kiah, M., B.B. Zaidan, A.A. Zaidan, A. Mohammed Ahmed and S.H. Al-Bakri, 2011. A review of audio based steganography and digital watermarking. Int. J. Phys. Sci., 6(16): 3837-3850.
    Direct Link
  29. Mohan, B.C. and S.S. Kumar, 2008. Robust digital watermarking scheme using contourlet transform. IJCSNS Int. J. Comput. Sci. Netw. Secur., 8(2): 43-51.
    Direct Link
  30. Narasimhulu, C.V. and K.S. Prasad, 2010. A hybrid watermarking scheme using contourlet Transform and Singular value decomposition. IJCSNS Int. J. Comput. Sci. Netw. Secur., 10(9): 12-17.
    Direct Link
  31. Navas, K.A., M.C. Ajay, M. Lekshmi, T.S. Archana and M. Sasikumar, 2008. DWT-DCT-SVD based watermarking. Proceeding of the 3rd International Conference on Communication Systems Software and Middleware and Workshops (COMSWARE, 2008). Bangalore, pp: 271-274.
    Direct Link
  32. Noore, A., R. Singh, M. Vatsa and M.M. Houck, 2007. Enhancing security of fingerprints through contextual biometric watermarking. Forensic Sci. Int., 169(2-3): 188-194.
    Direct Link
  33. Park, K.R., D.S. Jeong, B.J. Kang and E.C. Lee, 2007. A Study on Iris Feature Watermarking on Face Data. In: Beliczynski, B. et al. (Eds.), Adaptive and Natural Computing Algorithms. Lecture Notes in Computer Science, Springer, Berlin, Heidelberg, 4432: 415-423.
    Direct Link
  34. Po, D.D. and M.N. Do, 2006. Directional multiscale modeling of images using the contourlet transform. IEEE T. Image Process., 15(6): 1610-1620.
    CrossRef    
  35. Qi, M., Y. Lu, N. Du, Y. Zhang, C. Wang and J. Kong, 2010. A novel image hiding approach based on correlation analysis for secure multimodal biometrics. J. Netw. Comput. Appl., 33(3): 247-257.
    Direct Link
  36. Ratha, N.K., J.H. Connell and R.M. Bolle, 2000. Secure data hiding in wavelet compressed fingerprint images. Proceeding of the ACM Workshops on Multimedia, pp: 127-130.
    Direct Link
  37. Rec, I., 1996. P.800: Methods for Subjective Determination of Transmission Quality. International Telecommunication Union, Geneva.
  38. Soltane, M., N. Doghmane and N. Guersi, 2010. Face and speech based multi-modal biometric authentication. Int. J. Adv. Sci. Technol., 21(6): 41-56.
    Direct Link
  39. SPEECHPRO, 2015. Voice Key One Pass: Unique Multi-Model (Voice+Face) Biometric Authentication. Retrieved from: http://speechpro-usa.com/.
    Direct Link
  40. Vatsa, M., R. Singh, P. Mitra and A. Noore, 2004. Comparing robustness of watermarking algorithms on biometrics data. Proceeding of the Workshop on Biometric Challenges from Theory to Practice-ICPR Workshop, pp: 5-8.
    Direct Link
  41. Vatsa, M., R. Singh, A. Noore, M.M. Houck and K. Morris, 2006. Robust biometric image watermarking for fingerprint and face template protection. IEICE Electron. Expr., 3(2): 23-28.
    Direct Link
  42. Vatsa, M., R. Singh and A. Noore, 2009. Feature based RDWT watermarking for multimodal biometric system. Image Vision Comput., 27(3): 293-304.
    Direct Link
  43. Wang, S., R. Hu, H. Yu, X. Zheng and R. Damper, 2013. Augmenting remote multimodal person verification by embedding voice characteristics into face images. Proceeding of the IEEE International Conference on Multimedia and Expo Workshops (ICMEW, 2013), San Jose, CA, pp: 1-6.
    Direct Link
  44. Wang, Y. and P. Alan, 2006. Blind MPEG-2 video watermarking in DCT domain robust against scaling. IEE P-Vis. Image Sign., 153(5): 581-588.
    Direct Link
  45. Shijun, X., J.K. Hyoung and H. Jiwu, 2008. Invariant image watermarking based on statistical features in the low-frequency domain. IEEE T. Circ. Syst. Vid., 18(6): 777-790.
    CrossRef    
  46. Yassin, N.I., N.M. Salem and M.I. El Adawy, 2014. QIM blind video watermarking scheme based on Wavelet transform and principal component analysis. Alexandria Eng. J., 53(4): 833-842.
    Direct Link
  47. Zeng, W. and B. Liu, 1999. A statistical watermark detection technique without using original images for resolving rightful ownerships of digital images. IEEE T. Image Process., 8(11): 1534-1548.
    Direct Link
  48. Zong, T., Y. Xiang, I. Natgunanathan, S. Guo, W. Zhou and G. Beliakov, 2015. Robust histogram shape-based method for image watermarking. IEEE T. Circ. Syst. Vid., 25(5): 717-729.
    Direct Link

Competing interests

The authors have no competing interests.

Open Access Policy

This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.

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The authors have no competing interests.

ISSN (Online):  2040-7467
ISSN (Print):   2040-7459
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