TY - JOUR
T1 - A Triple-Channel Encrypted Hybrid Fusion Technique to Improve Security of Medical Images
AU - Salama, Ahmed S.
AU - Mokhtar, Mohamed Amr
AU - Tayel, Mazhar B.
AU - Eldesouky, Esraa
AU - Ali, Ahmed
N1 - Publisher Copyright:
© 2021 Tech Science Press. All rights reserved.
PY - 2021/3/22
Y1 - 2021/3/22
N2 - 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.
AB - 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.
KW - Medical image processing
KW - digital image watermarking
KW - discrete cosine transform
KW - discrete wavelet transforms
KW - encryption image fusion
KW - hybrid fusion technique
UR - http://www.scopus.com/inward/record.url?scp=85103618756&partnerID=8YFLogxK
U2 - 10.32604/cmc.2021.016165
DO - 10.32604/cmc.2021.016165
M3 - Article
AN - SCOPUS:85103618756
SN - 1546-2218
VL - 68
SP - 431
EP - 446
JO - Computers, Materials and Continua
JF - Computers, Materials and Continua
IS - 1
ER -