Skip to main content
Log in

Trinion discrete cosine transform with application to color image encryption

  • Published:
Multimedia Tools and Applications Aims and scope Submit manuscript

A Correction to this article was published on 19 October 2022

This article has been updated

Abstract

This paper introduces trinion discrete cosine transform that can process color image holistically, it can be computed by combination of single-channel discrete cosine transform. Compared with quaternion discrete cosine transform, trinion discrete cosine transform is more efficient and compact to represent color image. Moreover, it is used for developing a robust color image encryption algorithm jointing with quantum logistic map and Josephus traversing. Firstly, color components are precoded into a trinion matrix, which is performed trinion discrete cosine transform. Then three parts of the transformed result are pairwisely combined into complex matrices and the synthesized spectrums satisfying symmetry are established. Followed by Josephus scrambling with variable steps on magnitudes, the ciphertext image can be acquired. The plaintext image can be ideally restored with the granted keys, where the average value of PSNR is close to 300.00 dB. Moreover, the proposed algorithm has high-level security. It also shows better resistance against Gaussian noise and shearing in comparison with some existing algorithms.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14
Fig. 15
Fig. 16
Fig. 17

Similar content being viewed by others

Change history

References

  1. Abd El-Latif A, Li L, Wang N, Han Q, Niu X (2013) A new approach to chaotic image encryption based on quantum chaotic system, exploiting color spaces. Signal Process 93(11):2986–3000

    Article  Google Scholar 

  2. Abdulla AA, Sellahewa H, Jassim SA (2019) Improving embedding efficiency for digital steganography by exploiting similarities between secret and cover images. Multimed Tools Appl 78:17799–17823. https://doi.org/10.1007/s11042-019-7166-7

    Article  Google Scholar 

  3. Assefa D, Mansinha L, Tiampo K, Rasmussen H, Abdella K (2011) The trinion Fourier transform of color images. Signal Process 91(8):1887–1900

    Article  MATH  Google Scholar 

  4. Chai X, Bi J, Gan Z, Liu X, Zhang Y, Chen Y (2020) Color image compression and encryption scheme based on compressive sensing and double random encryption strategy. Signal Process 176:107684

    Article  Google Scholar 

  5. Chen B, Yu M, Tian Y, Li L, Wang D, Sun X (2018) Multiple-parameter fractional quaternion Fourier transform and its application in colour image encryption. IET Image Process 12(12):2238–2249

    Article  Google Scholar 

  6. Chen X, Wang Y, Wang J, Wang Q (2019) Asymmetric color cryptosystem based on compressed sensing and equal modulus decomposition in discrete fractional random transform domain. Opt Lasers Eng 121:143–149

    Article  Google Scholar 

  7. Chen H, Liu Z, Zhu L, Tanougast G, Blondel W (2019) Asymmetric color cryptosystem using chaotic Ushiki map and equal modulus decomposition in fractional Fourier transform domains. Opt Lasers Eng 112:7–15

    Article  Google Scholar 

  8. Chen Y, Tang C, Ye R (2020) Cryptanalysis and improvement of medical image encryption using high-speed scrambling and pixel adaptive diffusion. Signal Process 167:107286. https://doi.org/10.1016/j.sigpro.2019.107286

    Article  Google Scholar 

  9. Chen L, Chen J, Ma L, Wang S (2020) Cryptanalysis of a chaotic image cipher based on plaintext-related permutation and lookup table. Nonlinear Dyn 100:3959–3978. https://doi.org/10.1007/s11071-020-05735-y

    Article  Google Scholar 

  10. Fan J, Wang J, Sun X, Li T (2015) Partial encryption of color image using quaternion discrete cosine transform. Int J Signal Process Image Process Pattern Recogn 8(10):171–190

    Google Scholar 

  11. Gou X, Liu Z, Liu W, Xu Y (2016) Filtering and tracking with trinion-valued adaptive algorithms. Front Inform Technol Elect Eng 17:834–840

    Article  Google Scholar 

  12. Huang H, He Y, Yang S, Ye R (2020) Chaotic image encryption based on bidimensional empirical mode decomposition and double random phase encoding. Multimed Tools Appl 79:28065–28078

    Article  Google Scholar 

  13. Huo D, Zhou D, Yuan S, Yi S, Zhang L, Zhou X (2019) Image encryption using exclusive-OR with DNA complementary rules and double random phase encoding. Phys Lett A 383(9):915–922

    Article  Google Scholar 

  14. Joshi M, Shakher C, Singh K (2008) Color image encryption and decryption for twin images in fractional Fourier domain. Opt Commun 281(23):5713–5720

    Article  Google Scholar 

  15. Joshi M, Shakher C, Singh K (2010) Fractional Fourier transform based image multiplexing and encryption technique for four-color images using input images as keys. Opt Commun 283(12):2496–2505

    Article  Google Scholar 

  16. Kang X, Ming A, Tao R (2019) Reality-preserving multiple parameter discrete fractional angular transform and its application to color image encryption. IEEE Trans Circuits Syst Video Technol 29(6):1595–1607

    Article  Google Scholar 

  17. Li M, Lu D, Xiang Y, Zhang Y, Ren H (2019) Cryptanalysis and improvement in a chaotic image cipher using two-round permutation and diffusion. Nonlinear Dyn 96:31–47. https://doi.org/10.1007/s11071-019-04771-7

    Article  MATH  Google Scholar 

  18. Liao X, Li K, Zhu X, Liu KJR (2020) Robust detection of image operator chain with two-stream convolutional neural network. IEEE J Selected Top Sign Proc 14(5):955–968. https://doi.org/10.1109/JSTSP.2020.3002391

    Article  Google Scholar 

  19. Liao X, Yu Y, Li B, Li Z, Qin Z (2020) A new payload partition strategy in color image steganography. IEEE Transac Circ Syst Vid Technol 30(3):685–696. https://doi.org/10.1109/TCSVT.2019.2896270

    Article  Google Scholar 

  20. Liao X, Yin J, Chen M, Qin Z (2022) Adaptive payload distribution in multiple images steganography based on image texture features. IEEE Trans Dependable Secure Comput 19(2): 897–911. https://doi.org/10.1109/TDSC.2020.3004708

  21. Liu S, Hennelly B, Guo C, Sheridan J (2015) Robustness of double random phase encoding spread-space spread-spectrum watermarking technique. Signal Process 109:345–361

    Article  Google Scholar 

  22. Liu X, Wu Y, Shao Z, Wu J, Shu H (2018) Color image watermarking using discrete trinion Fourier transform. J Electron Imaging 27(4):043046

    Article  Google Scholar 

  23. Nakano K, Suzuki H (2020) Analysis of singular phase based on double random phase encoding using phase retrieval algorithm. Opt Lasers Eng 134:106300

    Article  Google Scholar 

  24. Refregier P, Javidi B (1995) Optical image encryption based on input plane and Fourier plane random encoding. Op Lett 20(7):767–769

    Article  Google Scholar 

  25. Shang Y, Pan Y, Jiang X, Shao Z, Guo G, Liu T, Ding H (2021) LQGDNet: a local quaternion and global deep network for facial depression recognition. IEEE Trans Affect Comput. https://doi.org/10.1109/TAFFC.2021.3139651

  26. Shao Z, Wu J, Coatrieux J, Coatrieux G, Shu H (2013) Quaternion gyrator transform and its application to color image encryption. IEEE Int Conf Image Process:4579–4582

  27. Sirinukunwattana K, Pluim JPW, Chen H, Qi X, Heng P, Guo Y, Wang L, Matuszewski BJ, Bruni E, Sanchez U, Böhm A, Ronneberger O, Cheikh BB, Racoceanu D, Kainz P, Pfeiffer M, Urschler M, Snead DRJ, Rajpoot NM (2017) Gland segmentation in colon histology images: The glas challenge contest. Med Image Anal 35:489–502

    Article  Google Scholar 

  28. Sui L, Duan K (2014) Color image encryption using iterative phase retrieve process in quaternion Fourier transform domain, in: The International Conference on Photonics and Optical Engineering (icPOE 2014), pp. 223-228

  29. Sui L, Gao B (2013) Single-channel color image encryption based on iterative fractional Fourier transform and chaos. Opt Laser Technol 48:117–127

    Article  Google Scholar 

  30. Tang Y, Shao Z, Zhao X, Shang Y (2021) Robust multiple color images encryption using discrete Fourier transforms and chaotic map. Signal Process Image Commun 93:116168

    Article  Google Scholar 

  31. <CVG-UGR image database> http://decsai.ugr.es/cvg/dbimagenes/

  32. Wan W, Wang J, Li J, Meng L, Sun J, Zhang H, Liu J (2020) Pattern complexity-based JND estimation for quantization watermarking. Pattern Recogn Lett 130:157–164

    Article  Google Scholar 

  33. Wan W, Wang J, Li J, Sun J, Zhang H, Liu J (2020) Hybrid JND model-guided watermarking method for screen content images. Multimed Tools Appl 79(7):4907–4930

    Article  Google Scholar 

  34. Wang X, Zhai H, Li Z, Ge Q (2011) Double random-phase encryption based on discrete quaternion Fourier-transforms. Optik 0(20):1856–1859

    Article  Google Scholar 

  35. Wang C, Wang X, Xia Z, Zhang C (2019) Ternary radial harmonic Fourier moments based robust stereo image zero-watermarking algorithm. Inf Sci 470:109–120

    Article  Google Scholar 

  36. Wang J, Wan W, Li X, Sun J, Zhang H (2020) Color image watermarking based on orientation diversity and color complexity. Expert Syst Appl 140:112868

    Article  Google Scholar 

  37. Xiong Y, Du J, Quan C (2019) Single-channel optical color image cryptosystem using two-step phase-shifting interferometry and random modulus decomposition. Opt Laser Technol 119:105580

    Article  Google Scholar 

  38. Xu Z, Shao Z, Shang Y, Li B, Ding H, Liu T (2021) Fusing structure and color features for cancelable face recognition. Multimed Tools Appl 80(9):14477–14494

    Article  Google Scholar 

  39. Yao S, Chen L, Zhong Y (2019) An encryption system for color image based on compressive sensing. Opt Lasers Technol 120:105703

    Article  Google Scholar 

  40. Yao Q, Shao Z, Shang Y, Ding H, Liu X, Zeng R, Tong Q (2020) Color image encryption based on discrete trinion Fourier transform and random-multiresolution singular value decomposition. Multimed Tools Appl 79:27555–27581

    Article  Google Scholar 

  41. Zhang S, Karim M (1999) Color image encryption using double random phase encoding. Microw Opt Technol Lett 21(5):318–323

    Article  Google Scholar 

  42. Zhu Z, Chen X, Wu C, Wang J, Wang W (2020) An asymmetric color-image cryptosystem based on spiral phase transformation and equal modulus decomposition. Opt Lasers Technol 126:106106

    Article  Google Scholar 

Download references

Acknowledgements

This work was supported by the National Natural Science Foundation of China (61876112, 61601311).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Zhuhong Shao.

Ethics declarations

Competing interests

The authors declare that they have no known competing interests or personal relationships that could have appeared to influence the work reported in this paper.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

The original online version of this article was revised: The original publication of this article contains errors in Table 2, 2nd line of the last column.

Rights and permissions

Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Shao, Z., Wang, X., Tang, Y. et al. Trinion discrete cosine transform with application to color image encryption. Multimed Tools Appl 82, 14633–14659 (2023). https://doi.org/10.1007/s11042-022-13898-6

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11042-022-13898-6

Keywords

Navigation