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An efficient multi-level encryption scheme for stereoscopic medical images based on coupled chaotic system and Otsu
Yuzhou Zhang1, Hongwei Xie1, Jingyu Sun1
1College of Software, Taiyuan University of Technology, Jinzhong, 030600, China.
Computers in Biology and Medicine
|April 28, 2022
Summary
This study introduces a secure method for encrypting stereoscopic medical images using chaotic systems and image segmentation. The technique enhances security and efficiency while embedding patient data, ensuring robust protection against attacks.
Area of Science:
- Medical Imaging
- Cryptography
- Image Processing
Background:
- Stereoscopic medical images require secure transmission and storage.
- Existing encryption methods may lack efficiency or robustness for medical data.
Purpose of the Study:
- To propose an efficient multi-level encryption scheme for stereoscopic medical images.
- To develop a robust watermarking algorithm for embedding doctor-patient information.
Main Methods:
- Utilizing coupled chaotic systems for encryption and Otsu threshold segmentation to divide images.
- Implementing a watermarking algorithm based on Meyer wavelet transform and singular value decomposition.
- Discarding background areas to improve encryption efficiency by approximately 40%.
Main Results:
- The proposed coupled chaotic system exhibits superior ergodicity and randomness (NIST SP800-22 test data > 0.01).
- Encryption achieves high sensitivity (NPCR ~99.6094%) and key sensitivity (UACI ~33.4635%).
- The watermarking algorithm successfully embeds 2D barcode information in regions of interest, demonstrating robustness to noise and clipping.
Conclusions:
- The proposed scheme offers efficient and secure encryption for stereoscopic medical images.
- The integrated watermarking ensures data integrity and authenticity.
- The method provides strong resistance to various attacks, suitable for clinical applications.
Keywords:
Coupled chaotic systemForward Meyer wavelet transform (FMWT)Otsu threshold segmentationSingular value decomposition (SVD)Stereoscopic medical image encryption
