A Triple-Channel Encrypted Hybrid Fusion Technique to Improve Security of Medical Images

Ahmed S. Salama, Mohamed Amr Mokhtar, Mazhar B. Tayel, Esraa Eldesouky, Ahmed Ali

Research output: Contribution to journalArticlepeer-review

10 Scopus citations

Abstract

Assuring medical images protection and robustness is a compulsory necessity nowadays. In this paper, a novel technique is proposed that fuses the wavelet-induced multi-resolution decomposition of the Discrete Wavelet Transform(DWT) with the energy compaction of the DiscreteWavelet Transform (DCT). The multi-level Encryption-based Hybrid Fusion Technique (EbhFT) aims to achieve great advances in terms of imperceptibility and security of medical images. A DWT disintegrated sub-band of a cover image is reformed simultaneously using the DCT transform. Afterwards, a 64-bit hex key is employed to encrypt the host image as well as participate in the second key creation process to encode the watermark. Lastly, a PN-sequence key is formed along with a supplementary key in the third layer of the EbHFT. Thus, the watermarked image is generated by enclosing both keys into DWT and DCT coefficients. The fusions ability of the proposed EbHFT technique makes the best use of the distinct privileges of using both DWT and DCT methods. In order to validate the proposed technique, a standard dataset of medical images is used. Simulation results show higher performance of the visual quality (i.e., 57.65) for the watermarked forms of all types of medical images. In addition, EbHFT robustness outperforms an existing scheme tested for the same dataset in terms of Normalized Correlation (NC). Finally, extra protection for digital images from against illegal replicating and unapproved tampering using the proposed technique.

Original languageEnglish
Pages (from-to)431-446
Number of pages16
JournalComputers, Materials and Continua
Volume68
Issue number1
DOIs
StatePublished - 22 Mar 2021

Keywords

  • Medical image processing
  • digital image watermarking
  • discrete cosine transform
  • discrete wavelet transforms
  • encryption image fusion
  • hybrid fusion technique

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