A Robust Data Hiding Reversible Technique for Improving the Security in e-Health Care System

被引:12
作者
Kanwal, Saima [1 ]
Tao, Feng [1 ]
Almogren, Ahmad [2 ]
Rehman, Ateeq Ur [3 ]
Taj, Rizwan [1 ]
Radwan, Ayman [4 ,5 ]
机构
[1] Lanzhou Univ Technol, Sch Comp & Commun, Lanzhou 730050, Peoples R China
[2] King Saud Univ, Coll Comp & Informat Sci, Dept Comp Sci, Riyadh 11633, Saudi Arabia
[3] Govt Coll Univ, Dept Elect Engn, Lahore 54000, Pakistan
[4] Inst Telecomunicacoes, P-3810193 Aveiro, Portugal
[5] Univ Aveiro, P-3810193 Aveiro, Portugal
来源
CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES | 2023年 / 134卷 / 01期
基金
中国国家自然科学基金;
关键词
Medical images security; data hiding; LSB matching; hiding capacity; imperceptibility; STEGANOGRAPHY; ALGORITHM; SCHEME; IMAGES; LSB; PVD;
D O I
10.32604/cmes.2022.020255
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The authenticity and integrity of healthcare is the primary objective. Numerous reversible watermarking schemes have been developed to improve the primary objective but increasing the quantity of embedding data leads to covering image distortion and visual quality resulting in data security detection. A trade-off between robustness, imperceptibility, and embedded capacity is difficult to achieve with current algorithms due to limitations in their ability. Keeping this purpose insight, an improved reversibilitywatermarkingmethodology is proposed to maximize data embedding capacity and imperceptibility while maintaining data security as a primary concern. A key is generated by a random path with minimum bit flipping is selected in the 4 x 4 block to gain access to the data embedding patterns. The random path's complex structure ensures data security. Data of various sizes (8 KB, 16 KB, 32 KB) are used to analyze image imperceptibility and evaluate quality factors. The proposed reversible watermarking methodology performance is tested under standard structures PSNR, SSIM, and MSE. The results revealed that the MRI watermarked images are imperceptible, like the cover image when LSB is 3 bits plane. Our proposed reversible watermarking methodology outperforms other related techniques in terms of average PSNR (49.29). Experiment results show that the suggested reversible watermarking method improves data embedding capacity and imperceptibility compared to existing state-of-the-art approaches.
引用
收藏
页码:201 / 219
页数:19
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