Great concern has arisen in the field of reversible data hiding in encrypted images (RDHEI) due to the development of cloud storage and privacy protection. RDHEI is an effective technology that can embed additional data after image encryption, extract additional data error-free and reconstruct original images losslessly. In this paper, a high-capacity and fully reversible RDHEI method is proposed, which is based on pixel prediction and multi-MSB (most significant bit) planes rearrangement. First, the median edge detector (MED) predictor is used to calculate the predicted value. Next, unlike previous methods, in our proposed method, signs of prediction errors (PEs) are represented by one bit plane and absolute values of PEs are represented by other bit planes. Then, we divide bit planes into uniform blocks and non-uniform blocks, and rearrange these blocks. Finally, according to different pixel prediction schemes, different numbers of additional data are embedded adaptively. The experimental results prove that our method has higher embedding capacity compared with state-of-the-art RDHEI methods.
翻译:由于开发了云存和隐私保护,在加密图像中隐藏的可逆数据领域引起了人们的极大关注。RDHEI是一种有效的技术,可以在图像加密后嵌入更多数据,提取无误的额外数据,并且无损地重建原始图像。在本文中,提出了一种基于像素预测和多像素(最显著的位)平面重新排列的高容量和完全可逆的RDHEI方法。首先,中位边缘探测器(MED)预测器被用于计算预测值。接下来,与以前的方法不同,我们的拟议方法中,预测误差的迹象用一小平面表示,而PE的绝对值则由其他位平面表示。然后,我们将位平面分成统一的块块和非统一块块块,并重新排列这些块块。最后,根据不同的像素预测方案,有不同数量的附加数据以适应性的方式嵌入。实验结果证明,我们的方法比RDHEI方法的状态嵌入能力更高。