Abstract
A multimodal biometric scheme using watermarking technique to provide more secure and reliable personal recognition is proposed in this paper. Two distinct biometric traits have been under consideration: palmprint and knuckleprint. The palmprint image is chosen to be the host image. Knuckleprint biometric feature is selected to use as watermark hidden in the host image. Such that knuckleprint watermark not only protects palmprint biometric data, but also can be used as a covert recognition. Meanwhile, the bimodal biometrics recognition provides the improvement in the accuracy performance of the system. The experiment results demonstrate the effectiveness of the proposed method.
This work is supported by Research Foundation of Beijing Jiaotong University under contracts 2003RC069 and 2004SM008, the Key Laboratory of Information Science & Engineering of Railway Ministry under Grant No.0509
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References
Jain, A.K., Uludag, U.: Hiding biometric Data. IEEE Trans. on PAMI 25(11), 1494–1498 (2003)
Ratha, N.K., Connel, J.H., Bolle, R.M.: Secure Data Hiding in Wavelet Compressed Fingerprint Images. In: Proc. ACM Multimedia, pp. 127–130 (October 2000)
Pankanti, S., Yeung, M.M.: Verification Watermarks on Fingerprint Recognition and Retrieval. In: Proc. SPIE, vol. 3657, pp. 66–78 (1999)
Jain, A.K., Ross, A., Prabhakar, D.: An introduction to biometric recognition. IEEE Trans. on Circuits and Systems for Video Technology 14(1), 4–20 (2004)
Li, Q., Qiu, Z.D., Sun, D.M., Wu, J.: Personal Identification Using Knuckleprint. In: Li, S.Z., Lai, J.-H., Tan, T., Feng, G.-C., Wang, Y. (eds.) SINOBIOMETRICS 2004. LNCS, vol. 3338, pp. 680–689. Springer, Heidelberg (2004)
Lu, G., Zhang, D., Wang, K.: Palmprint Recognition using Eigenpalms Features. Pattern Recognition Letters 24, 1463–1467 (2003)
Yang, J., Zhang, D., Frangi, A.F., Yang, J.-Y.: Two-Dimensional PCA: A New Approach to Appearance-Based Face Representation and Recognition. IEEE Trans. PAMI 26, 131–137 (2004)
Li, Q., Qiu, Z.D., Sun, D.M.: I2D-PCA: An Efficient Subspace Method with Its Application to Palmprint Identification. In: Accepted by 6th International Conference on Computer Vision, Pattern Recognition and Image Processing, CVPRIP 2005 (2005)
Vatsa, M., Singh, R.S., Mitra, P., Noore, A.: Digital Watermarking based Secure Multimodal Biometric System. In: 2004 IEEE International Conference on Systems, Man and Cybernetics, pp. 2983–2987 (2004)
Liu, T., Qiu, Z.D.: A DWT-based Color Image Steganography Scheme. In: International Conference on Signal Processing, ICSP 2002 (2002)
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Sun, D., Li, Q., Liu, T., He, B., Qiu, Z. (2005). A Secure Multimodal Biometric Verification Scheme. In: Li, S.Z., Sun, Z., Tan, T., Pankanti, S., Chollet, G., Zhang, D. (eds) Advances in Biometric Person Authentication. IWBRS 2005. Lecture Notes in Computer Science, vol 3781. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11569947_30
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DOI: https://doi.org/10.1007/11569947_30
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-29431-3
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