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Robust dual color images watermarking scheme with hyperchaotic encryption based on quaternion DFrAT and genetic algorithm

Treść / Zawartość
Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
A robust dual color images watermarking algorithm is designed based on quaternion discrete fractional angular transform (QDFrAT) and genetic algorithm. To guarantee the watermark security, the original color watermark image is encrypted with a 4D hyperchaotic system. A pure quaternion matrix is acquired by performing the discrete wavelet transform (DWT), the block division and the discrete cosine transform on the original color cover image. The quaternion matrix is operated by the QDFrAT to improve the robustness and the security of the watermarking scheme with the optimal transform angle and the fractional order. Then the singular value matrix is obtained by the quaternion singular value decomposition (QSVD) to further enhance the scheme’s stability. The encryption watermark is also processed by DWT and QSVD. Afterward, the singular value matrix of the encryption watermark is embedded into the singular value matrix of the host image by the optimal scaling factor. Moreover, the values to balance imperceptibility and robustness are optimized with a genetic algorithm. It is shown that the proposed color image watermarking scheme performs well in imperceptibility, security, robustness and embedding capacity.
Czasopismo
Rocznik
Strony
261--280
Opis fizyczny
Bibliogr. 20 poz., rys., tab.
Twórcy
autor
  • Department of Electronic Information Engineering, Nanchang University, Nanchang 330031, China
autor
  • Department of Electronic Information Engineering, Nanchang University, Nanchang 330031, China
autor
  • Department of Electronic Information Engineering, Nanchang University, Nanchang 330031, China
Bibliografia
  • [1] SHAO Z.H., SHANG Y.Y., ZENG R., SHU H.Z., COATRIEUX G.N., WU J.S., Robust watermarking scheme for color image based on quaternion-type moment invariants and visual cryptography, Signal Processing: Image Communication 48, 2016: 12-21. https://doi.org/10.1016/j.image.2016.09.001
  • [2] PANDEY M.K., PARMAR G., GUPTA R., SIKANDER A., Lossless robust color image watermarking using lifting scheme and GWO, International Journal of System Assurance Engineering and Management 11(2), 2020: 320-331. https://doi.org/10.1007/s13198-019-00859-w
  • [3] ZHANG H., LI Z.Y., LIU X.L., WANG C.P., WANG X.Y., Robust image watermarking algorithm based on QWT and QSVD using 2D Chebyshev-Logistic map, Journal of the Franklin Institute 359(2), 2022: 1755-1781. https://doi.org/10.1016/j.jfranklin.2021.11.027
  • [4] SUN Y.A., SU Q.T., WANG H.Y., WANG G., A blind dual color images watermarking based on quaternion singular value decomposition, Multimedia Tools and Applications 81(5), 2022: 6091-6113. https://doi.org/10.1007/s11042-021-11815-x
  • [5] AHMADI S.B.B., ZHANG G.X., RABBANI M., BOUKELA L., JELODAR H., An intelligent and blind dual color image watermarking for authentication and copyright protection, Applied Intelligence 51(3), 2021: 1701-1732. https://doi.org/10.1007/s10489-020-01903-0
  • [6] HAMILTON W.R., Elements of Quaternions, Longmans, Green & Company, London. 1866.
  • [7] LI J.Z., LIN Q., YU C.Y., REN X.C., LI P., A QDCT- and SVD-based color image watermarking scheme using an optimized encrypted binary computer-generated hologram, Soft Computing 22(1), 2018: 47-65. https://doi.org/10.1007/s00500-016-2320-x
  • [8] WANG C.P., WANG X.Y., ZHANG C., XIA Z.Q., Geometric correction based color image watermarking using fuzzy least squares support vector machine and Bessel K form distribution, Signal Processing 134, 2017: 197-208. https://doi.org/10.1016/j.sigpro.2016.12.010
  • [9] LI D.S., CHE X.Y., LUO W., Y. HU, WANG Y.N., YU Z.Y., YUAN L.W., Digital watermarking scheme for colour remote sensing image based on quaternion wavelet transform and tensor decomposition, Mathematical Methods in the Applied Sciences 42(14), 2019: 4664-4678. https://doi.org/10.1002/mma.5668
  • [10] XIA Z.Q., WANG X.Y., ZHOU W.J., LI R., WANG C.P., ZHANG C., Color medical image lossless watermarking using chaotic system and accurate quaternion polar harmonic transforms, Signal Processing 157, 2019: 108-118. https://doi.org/10.1016/j.sigpro.2018.11.011
  • [11] LANG J., ZHANG Z.G., Blind digital watermarking method in the fractional Fourier transform domain, Optics and Lasers in Engineering 53, 2014: 112-121. https://doi.org/10.1016/j.optlaseng.2013.08.021
  • [12] ELSHAZLY E.H., FARAGALLAH O.S., ABBAS A.M., ASHOUR M.A., EL-RABAIE E.-S.M., KAZEMIAN H., ALSHEBEILI S.A., EL-SAMIE F.E.A., EL-SAYED H.S., Robust and secure fractional wavelet image watermarking, Signal, Image and Video Processing 9, 2015: 89-98. https://doi.org/10.1007/s11760-014-0684-x
  • [13] KIM M., LI D., HONG S., A robust digital watermarking technique for image contents based on DWT-DFRNT multiple transform method, International Journal of Multimedia and Ubiquitous Engineering 9(1), 2014: 369-378. https://doi.org/10.14257/ijmue.2014.9.1.34
  • [14] LIU X.L., WU Y.F., ZHANG H., WU J.S., ZHANG L.M., Quaternion discrete fractional Krawtchouk transform and its application in color image encryption and watermarking, Signal Processing 189, 2021: 108275. https://doi.org/10.1016/j.sigpro.2021.108275
  • [15] CHEN B.J., ZHOU C.F., JEON B., ZHENG Y.H., WANG J.W., Quaternion discrete fractional random transform for color image adaptive watermarking, Multimedia Tools and Applications 77(16), 2018: 20809-20837. https://doi.org/10.1007/s11042-017-5511-2
  • [16] LIU Z.J., AHMAD M.A., LIU S., A discrete fractional angular transform, Optics Communications 281(6), 2008: 1424-1429. https://doi.org/10.1016/j.optcom.2007.11.012
  • [17] ZHANG F.Z., Quaternions and matrices of quaternions, Linear Algebra and its Applications 251, 1997: 21-57. https://doi.org/10.1016/0024-3795(95)00543-9
  • [18] SANGWINE S.J., LE BIHAN N., Quaternion singular value decomposition based on bidiagonalization to a real or complex matrix using quaternion Householder transformations, Applied Mathematics and Computation 182(1), 2006: 727-738. https://doi.org/10.1016/j.amc.2006.04.032
  • [19] WANG X.Y., WANG M.J., Hyperchaotic Lorenz system, Acta Physica Sinica 56(9), 2007: 5136-5141. https://doi.org/10.7498/aps.56.5136
  • [20] USI-SIPI image database for research in image processing, image analysis, and machine vision. http://sipi.usc.edu/database/.2019 (accessed August, 2022).
Uwagi
Opracowanie rekordu ze środków MEiN, umowa nr SONP/SP/546092/2022 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2022-2023).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-cae131f9-df0f-4996-9304-796a9d781086
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