An efficient multi-level encryption scheme for stereoscopic medical images based on coupled chaotic system and Otsu threshold segmentation

被引:28
作者
Zhang, Yuzhou [1 ]
Xie, Hongwei [1 ]
Sun, Jingyu [1 ]
Zhang, Hao [2 ]
机构
[1] Taiyuan Univ Technol, Coll Software, Jinzhong 030600, Peoples R China
[2] Taiyuan Univ Technol, Coll Informat & Comp, Jinzhong 030600, Peoples R China
基金
中国国家自然科学基金;
关键词
Stereoscopic medical image encryption; Coupled chaotic system; Forward Meyer wavelet transform (FMWT); Singular value decomposition (SVD); Otsu threshold segmentation; WATERMARKING; ROBUST;
D O I
10.1016/j.compbiomed.2022.105542
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper proposes an efficient multi-level encryption scheme for stereoscopic medical images based on coupled chaotic systems and Otsu threshold segmentation. In our method, first, the stereoscopic medical image is divided into the image top, middle, and lower parts. Moreover, each part is divided into background areas and regions of interest utilizing Otsu threshold segmentation, increasing about 40% the encryption efficiency when the background area is discarded. Second, compared with existing chaotic systems, the proposed coupled chaotic system has better ergodicity and randomness, with all NIST SP800-22 test data exceeding 0.01. Third, we develop a robust watermarking algorithm based on forwarding Meyer wavelet transform and singular value decomposition. Furthermore, the watermark algorithm embedded the two-dimensional code doctor-patient information in the region of interest. Finally, the experimental results demonstrate that the proposed algorithm has appealing encryption and watermark performance, the histogram and scatter graphs are governed by approximately uniform distribution, the NPCR and UACI of plaintext sensitivity and the key sensitivity are close to 99.6094% and 33.4635%, affording robustness to noise and clipping attacks.
引用
收藏
页数:14
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