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Color image encryption scheme based on quaternion discrete multi-fractional random transform and compressive sensing

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
A color image compression-encryption algorithm by combining quaternion discrete multi-fractional random transform with compressive sensing is investigated, in which the chaos-based fractional orders greatly improve key sensitivity. The original color image is compressed and encrypted with the assistance of compressive sensing, in which the partial Hadamard matrix adopted as a measurement matrix is constructed by iterating Chebyshev map instead of utilizing the entire Guassian matrix as a key. The sparse images are divided into 12 sub-images and then represented as three quaternion signals, which are modulated by the quaternion discrete multi-fractional random transform. The image blocking and the quaternion representation make the proposed cryptosystem avoid additional data extension existing in many transform-based methods. To further improve the level of security, the plaintext-related key streams generated by the 2D logistic-sine-coupling map are adopted to diffuse and confuse the intermediate results simultaneously. Consequently, the final ciphertext image is attained. Simulation results reveal that the proposed cryptosystem is feasible with high security and has strong robustness against various attacks.
Czasopismo
Rocznik
Strony
349--364
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
autor
  • Department of Electronic Information Engineering, Nanchang University, Nanchang 330031, China
  • Department of Electronic Information Engineering, Nanchang University, Nanchang 330031, China
Bibliografia
  • [1] LINQING HUANG, SHUTING CAI, XIAOMING XIONG, MINGING XIAO, On symmetric color image encryption system with permutation-diffusion simultaneous operation, Optics and Lasers in Engineering 115, 2019, pp. 7–20, DOI: 10.1016/j.optlaseng.2018.11.015.
  • [2] PARVAZ R., ZAREBNIA M., A combination chaotic system and application in color image encryption, Optics and Laser Technology 101, 2018, pp. 30–41, DOI: 10.1016/j.optlastec.2017.10.024.
  • [3] XIANGJUN WU, KUNSHU WANG, XINGYUAN WANG, HAIBIN KAN, KURTHS J., Color image DNA encryption using NCA map-based CML and one-time keys, Signal Processing 148, 2018, pp. 272–287, DOI: 10.1016/j.sigpro.2018.02.028.
  • [4] NIYAT A.Y., MOATTAR M.H., TORSHIZ M.N., Color image encryption based on hybrid hyper-chaotic system and cellular automata, Optics and Lasers in Engineering 90, 2017, pp. 225–237, DOI: 10.1016/j.optlaseng.2016.10.019.
  • [5] HANG CHEN, ZHENGJUN LIU, LI ZHU, TANOUGAST C., BLONDEL W., Asymmetric color cryptosystem using chaotic Ushiki map and equal modulus decomposition in fractional Fourier transform domains, Optics and Lasers in Engineering 112, 2019, pp. 7–15, DOI: 10.1016/j.optlaseng.2018.08.020.
  • [6] XUEJING KANG, ZIHUI GUO, A new color image encryption scheme based on DNA encoding and spatiotemporal chaotic system, Signal Processing: Image Communication 80, 2020, article 115670, DOI: 10.1016/j.image.2019.115670.
  • [7] XIULI CHAI, XIANGLONG FU, ZHIHUA GAN, YANG LU, YIRAN CHEN, A color image cryptosystem based on dynamic DNA encryption and chaos, Signal Processing 155, 2019, pp. 44–62, DOI: 10.1016/j.sigpro.2018.09.029.
  • [8] XUEJING KANG, ANLONG MING, RAN TAO, Reality-preserving multiple parameter discrete fractional angular transform and its application to color image encryption, IEEE Transactions on Circuits and Systems for Video Technology 29(6), 2019, pp. 1595–1607, DOI: 10.1109/TCSVT.2018.2851983.
  • [9] XIAOLEI WANG, HONGCHEN ZHAI, ZHILEI LI, QI GE, Double random-phase encryption based on discrete quaternion Fourier-transforms, Optik 122(20), 2011, pp. 1856–1859, DOI: 10.1016/j.ijleo.2010.11.016.
  • [10] BEIJING CHEN, MING YU, YUHANG TIAN, LEIDA LI, DINGCHENG WANG, XINGMING SUN, Multiple-parameter fractional quaternion Fourier transform and its application in colour image encryption, IET Image Processing 12(12), 2018, pp. 2238–2249, DOI: 10.1049/iet-ipr.2018.5440.
  • [11] BEIJING CHEN, CHUNFEI ZHOU, BYEUNGWOO JEON, YUHUI ZHENG, JINWEI WANG, Quaternion discrete fractional random transform for color image adaptive watermarking, Multimedia Tools and Applications 77(2), 2018, pp. 20809–20837, DOI: 10.1007/s11042-017-5511-2.
  • [12] NANRUN ZHOU, AIDI ZHANG, FEN ZHENG, LIHUA GONG, Novel image compression–encryption hybrid algorithm based on key-controlled measurement matrix in compressive sensing, Optics and Laser Technology 62, 2014, pp. 152–160, DOI: 10.1016/j.optlastec.2014.02.015.
  • [13] NANRUN ZHOU, HAOLIN LI, DI WANG, SHUMIN PAN, ZHIHONG ZHOU, Image compression and encryption scheme based on 2D compressive sensing and fractional Mellin transform, Optics Communications 343, 2015, pp. 10–21, DOI: 10.1016/j.optcom.2014.12.084.
  • [14] XIULI CHAI, HAIYANG WU, ZHIHUA GAN, YUSHU ZHANG, YIRAN CHEN, Hiding cipher-images generated by 2-D compressive sensing with a multi-embedding strategy, Signal Processing 171, 2020, article 107525, DOI: 10.1016/j.sigpro.2020.107525.
  • [15] HANG CHEN, TANOUGAST C., ZHENGJUN LIU, SIELER L., Asymmetric optical cryptosystem for color image based on equal modulus decomposition in gyrator transform domains, Optics and Lasers in Engineering 93, 2017, pp. 1–8, DOI: 10.1016/j.optlaseng.2017.01.005.
  • [16] HAO JIANG, ZHE NIE, NANRUN ZHOU, WENQUAN ZHANG, Compressive-sensing-based double-image encryption algorithm combining double random phase encoding with Josephus traversing operation, Optica Applicata 49(3), 2019, pp. 445–459, DOI: 10.5277/oa190307.
  • [17] ZHONGYUN HUA, FAN JIN, BINXUAN XU, HEJIAO HUANG, 2D logistic-sine-coupling map for image encryption, Signal Processing 149, 2018, pp. 148–161, DOI: 10.1016/j.sigpro.2018.03.010.
  • [18] MOHIMANI H., BABAIE-ZADEH M., JUTTEN C., A fast approach for overcomplete sparse decomposition based on smoothed l 0 norm, IEEE Transactions on Signal Processing 57(1), 2009, pp. 289–301, DOI: 10.1109/TSP.2008.2007606.
  • [19] LIHUA GONG, CHENZHI DENG, SHUMIN PAN, NANRUN ZHOU, Image compression-encryption algorithms by combining hyper-chaotic system with discrete fractional random transform, Optics and Laser Technology 103, 2018, pp. 48–58, DOI: 10.1016/j.optlastec.2018.01.007.
  • [20] ANNABY M.H., RUSHDI M.A., NEHARY E.A., Color image encryption using random transforms, phase retrieval, chaotic maps, and diffusion, Optics and Lasers in Engineering 103, 2018, pp. 9–23, DOI: 10.1016/j.optlaseng.2017.11.005.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-19df205e-4e28-4cb8-99d4-590d3eb217ae
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