Optical image conversion and encryption based on structured light illumination and a diffractive neural network

加密 计算机科学 密文 光学 相位恢复 稳健性(进化) 明文 人工神经网络 人工智能 计算机视觉 物理 傅里叶变换 化学 生物化学 量子力学 基因 操作系统
作者
Yanfeng Su,Kang Xu,Wenzhe Rong,Zhihan Wang,Ruijie Xue,Lijuan Xue,Zhijian Cai,Wenqiang Wan
出处
期刊:Applied Optics [Optica Publishing Group]
卷期号:62 (23): 6131-6131 被引量:3
标识
DOI:10.1364/ao.495542
摘要

In this paper, an optical image encryption method is proposed based on structured light illumination and a diffractive neural network (DNN), which can realize conversion between different images. With the use of the structured phase mask (SPM) in the iterative phase retrieval algorithm, a plaintext image is encoded into a DNN composed of multiple phase-only masks (POMs) and ciphertext. It is worth noting that ciphertext is a visible image such that the conversion of one image to another is achieved, leading to high concealment of the proposed optical image encryption method. In addition, the wavelength of the illuminating light, all Fresnel diffraction distances, the optical parameters of the adopted SPM such as focal length and topological charge number, as well as all POMs in the DNN are all considered as security keys in the decryption process, contributing to a large key space and high level of security. Numerical simulations are performed to demonstrate the feasibility of the proposed method, and simulation results show that it exhibits high feasibility and safety as well as strong robustness.
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