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Wavelet domain digital image hiding algorithm based on CNN encryption

机译:基于CNN加密的小波域数字图像隐藏算法。

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In order to improve the robustness and invisibility of the image hiding algorithm based on wavelet transform, an image hiding algorithm is proposed based on the combination of Cellular Neural Network (CNN) and wavelet transform. First, the high bit planes of the secret image are encrypted by CNN encryption, and then the encrypted bit planes are hided into the singular value matrices of the wavelet sub band coefficients of the carrier image, realizing the encryption of the embedded data. The bit plane compensation method proposed by this article is used for information extraction in the information receiver. Experimental results show that this image hiding algorithm can still achieve good robustness and invisibility under the condition that the hiding data get a fifty percent reduction.
机译:为了提高基于小波变换的图像隐藏算法的鲁棒性和隐形,基于蜂窝神经网络(CNN)和小波变换的组合提出了图像隐藏算法。首先,通过CNN加密加密秘密图像的高比特平面,然后将加密的比特平面被覆盖到载波图像的小波子带系数的奇异值矩阵中,实现嵌入数据的加密。本文提出的比特平面补偿方法用于信息接收器中的信息提取。实验结果表明,该图像隐藏算法仍然可以在隐藏数据减少50%的条件下实现良好的鲁棒性和隐形性。

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