Dual-image-based reversible data hiding method using center folding strategy

In recent years, dual-image techniques have been widely used in reversible data hiding. Most data hiding methods focus on finding the best predictive value to reduce the degree of stego image distortion. After finding a predicted value, most methods convert the secret data directly into secret symbols, using the decimal or other numeral systems, and then have these added to (or subtracted from) the predictive value (or pixel) to complete the embedding. However, this study found that the secret data are a very important factor affecting image quality. If the value of the secret symbols is too large, it may cause greater differences between the stego-pixels and original pixels. Hence, this study employs the center folding strategy to reduce the value of the secret symbols. The reduced symbols are then embedded in two stego images through an averaging method, to maintain image quality. In addition, underflow/overflow pixels are replaced with the original pixels to reduce unnecessary image distortion. The experimental results show that the proposed method has fairly good performance compared to the other dual-image techniques. For the same embedding capacity, its image quality is also better, on average, than that of other methods by at least 2dB. Furthermore, the proposed method determines the embedding capacity with the k value. The larger the k value, the higher the embedding capacity. The experimental results show that for the same image quality, the embedding capacity of the proposed method is better, on average, than that of other methods by at least 0.5 bits per pixel. The proposed method is applicable not only to experimental images, but also works well for general images in terms of embedding capacity, image quality and execution time. This research presented a dual Imaging-based reversible hiding technique.The Central Folding Strategy is applied to achieve low distortion purpose.The reduced symbols are embedded in two stego-images through an averaging method.The performance of the proposed method is better than that of other methods.The proposed method can adapt to different image characteristics.

[1]  Wen-Chung Kuo,et al.  Reversible data hiding based on two-dimensional prediction errors , 2013 .

[2]  Chin-Feng Lee,et al.  Reversible data hiding scheme based on dual stegano-images using orientation combinations , 2011, Telecommunication Systems.

[3]  Chin-Chen Chang,et al.  Information Hiding in Dual Images with Reversibility , 2009, 2009 Third International Conference on Multimedia and Ubiquitous Engineering.

[4]  Tieyong Zeng,et al.  Efficient Reversible Watermarking Based on Adaptive Prediction-Error Expansion and Pixel Selection , 2011, IEEE Transactions on Image Processing.

[5]  Xiaolong Li,et al.  A high capacity reversible data hiding scheme based on generalized prediction-error expansion and adaptive embedding , 2014, Signal Process..

[6]  Chin-Chen Chang,et al.  A high payload data embedding scheme using dual stego-images with reversibility , 2013, 2013 9th International Conference on Information, Communications & Signal Processing.

[7]  Jun Tian,et al.  Reversible data embedding using a difference expansion , 2003, IEEE Trans. Circuits Syst. Video Technol..

[8]  J. Mielikainen LSB matching revisited , 2006, IEEE Signal Processing Letters.

[9]  Xinpeng Zhang,et al.  Efficient Steganographic Embedding by Exploiting Modification Direction , 2006, IEEE Communications Letters.

[10]  Tzu-Chuen Lu,et al.  Dual imaging-based reversible hiding technique using LSB matching , 2015, Signal Process..

[11]  Chin-Chen Chang,et al.  Reversible data hiding scheme using two steganographic images , 2007, TENCON 2007 - 2007 IEEE Region 10 Conference.

[12]  Chin-Chen Chang,et al.  Reversible data hiding scheme based on exploiting modification direction with two steganographic images , 2014, Multimedia Tools and Applications.

[13]  Adnan M. Alattar,et al.  > REPLACE THIS LINE WITH YOUR PAPER IDENTIFICATION NUMBER (DOUBLE-CLICK HERE TO EDIT) < Reversible Watermark Using the Difference Expansion of A Generalized Integer Transform , 2022 .

[14]  Yu-Chen Hu,et al.  Reversible image hiding scheme using predictive coding and histogram shifting , 2009, Signal Process..

[15]  Wei Su,et al.  Reversible data hiding , 2006, IEEE Transactions on Circuits and Systems for Video Technology.

[16]  Chin-Chen Chang,et al.  A reversible data hiding scheme based on dual steganographic images , 2009, ICUIMC '09.