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Digital watermarking algorithm based on 4-level discrete wavelet transform and discrete fractional angular transform

Treść / Zawartość
Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
Nowadays, there are many watermarking algorithms based on wavelet transform. The simple one is to insert directly the watermark into the wavelet transform coefficients. However, most of the existing watermarking schemes can only resist traditional signal processing attacks, such as image compression, noise and filtering. When the watermarked image is subject to geometric transformations, especially rotation attack, it is hard to detect the watermark successfully. In this paper, a digital watermarking algorithm is proposed based on 4-level discrete wavelet transform and discrete fractional angular transform. To enhance the security of the algorithm, the watermark is scrambled with the simplicity of Arnold transform and chaos-based mix optical bistability model, since the chaos is pseudorandom and sensitive to the initial values. And the watermark is embedded into the medium frequency sub-band of the 1-level wavelet decomposition according to the Harris feature point detection. Simulation results show that the proposed digital watermarking algorithm by combining 4-level discrete wavelet transform with discrete fractional angular transform could resist rotation attack and other common attacks.
Czasopismo
Rocznik
Strony
605--619
Opis fizyczny
Bibliogr. 29 poz., rys., tab.
Twórcy
autor
  • School of Computer and Control Engineering, Qiqihar University, Qiqihar 161006, China
  • School of Information & Communication Engineering, Harbin Engineering University, Harbin 150001, China
  • School of Information & Communication Engineering, Harbin Engineering University, Harbin 150001, China
  • School of Computer and Control Engineering, Qiqihar University, Qiqihar 161006, China
Bibliografia
  • [1] LIAO X., SHU C.W., Reversible data hiding in encrypted images based on absolute mean difference of multiple neighboring pixels, Journal of Visual Communication and Image Representation 28, 2015, pp. 21–27, DOI: 10.1016/j.jvcir.2014.12.007.
  • [2] DI F.Q., ZHANG M.Q., LIAO X., LIU J., High-fidelity reversible data hiding by Quadtree-based pixel value ordering, Multimedia Tools and Applications 78(6), 2019, pp. 7125–7141, DOI: 10.1007/s11042-018-6469-4.
  • [3] LIU Z.J., GONG M., DOU Y.K., LIU F., LIN S., AHMAD M.A., DAI J.M., LIU S.T., Double image encryption by using Arnold transform and discrete fractional angular transform, Optics and Lasers in Engineering 50(2), 2012, pp. 248–255, DOI: 10.1016/j.optlaseng.2011.08.006.
  • [4] SUI L.S., DUAN K.K., LIANG J.L., Double-image encryption based on discrete multiple-parameter fractional angular transform and two-coupled logistic maps, Optics Communications 343, 2015, pp. 140–149, DOI: 10.1016/j.optcom.2015.01.021.
  • [5] LANG J., ZHANG Z.G., Blind digital watermarking method in the fractional Fourier transform domain, Optics and Lasers in Engineering 53, 2014, pp. 112–121, DOI: 10.1016/j.optlaseng.2013.08.021.
  • [6] XIAO D., CHANG Y.T., XIANG T., BAI S., A watermarking algorithm inencrypted image based on compressive sensing with high quality image reconstruction and watermark performance, Multimedia Tools and Applications 76(7), 2017, pp. 9265–9296, DOI: 10.1007/s11042-016-3532-x.
  • [7] BELAZI A., ABD EL-LATIF A.A., DIACONU A.V., RHOUMA R., BELGHITH S., Chaos-based partial image encryption scheme based on linear fractional and lifting wavelet transforms, Optics and Lasers in Engineering 88, 2017, pp. 37–50, DOI: 10.1016/j.optlaseng.2016.07.010.
  • [8] XIA C., GUAN Q.X., ZHAO X.F., ZHAO C.D., Highly accurate real-time image steganalysis based on GPU, Journal of Real-Time Image Processing 14(1), 2018, pp. 223–236, DOI: 10.1007/s11554-016-0600-4.
  • [9] TANG L.L., HUANG C.T., PAN J.S., LIU C.Y., Dual watermarking algorithm based on the fractional Fourier transform, Multimedia Tools and Applications 74(12), 2015, pp. 4397–4413, DOI: 10.1007/s11042-013-1531-8.
  • [10] BENRHOUMA O., HERMASSI H., ABD EL-LATIF A.A., BELGHITH S., Chaotic watermark for blind forgery detection in images, Multimedia Tools and Applications 75(14), 2016, pp. 8695–8718, DOI: 10.1007/s11042-015-2786-z.
  • [11] DAS S., BANERJEE M., CHAUDHURI A., An improved video key-frame extraction algorithm leads to video watermarking, International Journal of Information Technology 10(1), 2018, pp. 21–34, DOI: 10.1007/s41870-017-0054-3.
  • [12] JIA S.L., A novel blind color imageswatermarking based on SVD, Optik 125(12), 2014, pp. 2868–2874, DOI: 10.1016/j.ijleo.2014.01.002.
  • [13] GAO L., QI L., WANG Y.J., CHEN E.Q., YANG S.Y., GUAN L., Rotation invariance in 2D-FRFT with application to digital image watermarking, Journal of Signal Processing Systems 72(2), 2013, pp. 133–148, DOI: 10.1007/s11265-012-0722-2.
  • [14] ABD EL-LATIF A.A., ABD-EL-ATTY B., HOSSAIN M.S., ELMOUGY S., GHONEIM A., Secure quantum steganography protocol for fog cloud Internet of things, IEEE Access 6, 2018, pp. 10332–10340, DOI: 10.1109/ACCESS.2018.2799879.
  • [15] CHETAN K.R., NIRMALA S., An efficient and secure robust watermarking scheme for document images using Integer wavelets and block coding of binary watermarks, Journal of Information Security and Applications 24–25, 2015, pp. 13–14, DOI: 10.1016/j.jisa.2015.07.002.
  • [16] HU H.T., CHANG J.R., HSU L.Y., Windowed and distortion-compensated vector modulation for blind audio watermarking in DWT domain, Multimedia Tools and Applications 76(24), 2017, pp. 26723–26743, DOI: 10.1007/s11042-016-4202-8.
  • [17] ALI M., AHN C.W., An optimized watermarking technique based on self-adaptive DE in DWT-SVD transform domain, Signal Processing 94, 2014, pp. 545–556, DOI: 10.1016/j.sigpro.2013.07.024.
  • [18] FAZLI S., MOEINI M., A robust image watermarking method based on DWT, DCT, and SVD using a new technique for correction of main geometric attacks, Optik 127(2), 2016, pp. 964–972, DOI: 10.1016/j.ijleo.2015.09.205.
  • [19] TAN Y.L., ZHAO Y.Q., Digital watermarking image compression method based on symmetric encryption algorithms, Symmetry 11(12), 2019, article 1505, DOI: 10.3390/sym11121505.
  • [20] ROY S., PAL A.K., A robust blind hybrid image watermarking scheme in RDWT-DCT domain using Arnold scrambling, Multimedia Tools and Applications 76(3), 2017, pp. 3577–3616, DOI: 10.1007/s11042-016-3902-4.
  • [21] LUO A.W., GONG L.H., ZHOU N.R., ZOU W.P., Adaptive and blind watermarking scheme based on optimal SVD blocks selection, Multimedia Tools and Applications 79(1–2), 2020, pp. 243–261, DOI: 10.1007/s11042-019-08074-2.
  • [22] TIAN C., WEN R.H., ZOU W.P., GONG L.H., Robust and blind watermarking algorithm based on DCT and SVD in the contourlet domain, Multimedia Tools and Applications 79(11–12), 2020, pp. 7515–7541, DOI: 10.1007/s11042-019-08530-z.
  • [23] SINGH H., Nonlinear optical double image encryption using random-optical vortex in fractional Hartley transform domain, Optica Applicata 47(4), 2017, pp. 557–578, DOI: 10.5277/oa170406.
  • [24] ZHOU Z.H., YU J., LIA Q.H., GONG L.H., Image encryption combining discrete fractional angular transform with Arnold transform in image bit planes , Optica Applicata 48(2), 2018, pp. 225–236, DOI: 10.5277/oa180206.
  • [25] LIU Z.J., AHMAD M.A., LIU S.T., A discrete fractional angular transform, Optics Communications 281(6), 2008, pp. 1424–1429, DOI: 10.1016/j.optcom.2007.11.012.
  • [26] ZHOU N.R., XIA HOU W.M., WEN R.H., ZOU W.P., Imperceptible digital watermarking scheme in multiple transform domains, Multimedia Tools and Applications 77(23), 2018, pp. 30251–30267, DOI: 10.1007/s11042-018-6128-9.
  • [27] ROY S., PAL A.K., A hybrid domain color image watermarking based on DWT–SVD, Iranian Journal of Science and Technology, Transactions of Electrical Engineering 43(2), 2019, pp. 201–217, DOI: 10.1007/s40998-018-0109-x.
  • [28] ZHENG P.J., ZHANG Y.H., A robust image watermarking scheme in hybrid transform domains resisting to rotation attacks, Multimedia Tools and Applications 79(25–26), 2020, pp. 18343–18365, DOI: 10.1007/s11042-019-08490-4.
  • [29] WU J.Y., HUANG W.L., XIA-HOU W.M., ZOU W.P., GONG L.H., Imperceptible digital watermarking scheme combining 4-level discrete wavelet transform with singular value decomposition, Multimedia Tools and Applications 79(31–32), 2020, pp. 22727–22747, DOI: 10.1007/s11042-020-08987-3.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-77ae2cda-4368-4147-9148-d966e8f75f56
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