使用动态元胞自动机的光场三维图像加密

Zhiqing Ren, Jianzhong Li, Dahai Li, Xiaowei Li
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引用次数: 0

摘要

为了设计一种具有良好加密性能的高效光场三维(3D)图像加密算法,并保证图像在信息传输过程中的安全性和可靠性,提出了一种基于计算积分成像和动态元胞自动机(CA)的光场三维图像加密算法。该方法基于更高填充因子的六边形小透镜阵列生成方法,通过像素映射生成高质量的六边形元素图像阵列(EIA),可以实现更高的空间分辨率,提高解码后的三维图像质量。此外,与以往的三维图像加密方法相比,本文提出的算法通过将EIA图像分割成块,并根据每个子图像的特征使用动态CA规则对光场三维图像进行加密,大大增加了密钥空间,提高了算法的安全性。通过三维图像加密和计算重建的实验结果验证了该方法的有效性。通过对所示密钥空间和灵敏度的计算机仿真分析与比较,我们提出的方法的安全性和加密效率都得到了显著的提高,具有良好的应用前景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Light-Field 3D Image Encryption Using Dynamic Cellular Automata
In order to design an efficient light-field three-dimensional (3D) image encryption algorithm with good encryption performance and ensure the security and reliability of the image in the process of information transmission, a light-field 3D image encryption based on computational integral imaging and dynamic cellular automata (CA) is proposed. This method based on the hexagonal lenslet array generation method with higher fill factor generates high quality hexagonal element image array (EIA) by pixel mapping, which can achieve higher spatial resolution and improve the quality of decoded 3D image. Furthermore, compared with the previous 3D image encryption methods, the proposed algorithm greatly increases the key space and improves the security of the algorithm by dividing the EIA image into blocks, and encrypting the light-field 3D image using dynamic CA rules according to the characteristics of each sub image. The effectiveness of the proposed method is tested and verified by experimental results of 3D image encryption and computational reconstruction. The security and encryption efficiency of our proposed approach have been significantly improved through the analysis and test of the key space and sensitivity shown computer simulation analysis and comparison, which has a good application prospect.
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