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標題: 可逆資訊隱藏的提升法
Enhanced Reversible Data Hiding Methods
作者: 賴郁樺
Yu-Hua Lai
關鍵字: 資訊隱藏;可逆式資訊隱藏;混合可逆式資訊隱藏;多層嵌入評估準則;Data hiding;Reversible Data Hiding;Hybrid Reversible Data Hiding;Multilayer Embedding Benchmark
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Zhou, 'Image Compression-Encryption Algorithms by Combining Hyper-Chaotic System with Discrete Fractional Random Transform,' Optics & Laser Technology, vol. 103, pp. 48-58, 2018. [7] W. Hong, M. Chen, and T. S. Chen, 'An Efficient Reversible Image Authentication Method Using Improved Pvo and Lsb Substitution Techniques,' Signal Processing: Image Communication, vol. 58, pp. 111-122, 2017. [8] X. Kang and S. Wei, 'Identifying Tampered Regions Using Singular Value Decomposition in Digital Image Forensics,' in Computer Science and Software Engineering, 2008 International Conference on: IEEE, vol. 3, pp. 926-930, 2008. [9] A. Kanso and M. Ghebleh, 'An Algorithm for Encryption of Secret Images into Meaningful Images,' Optics and Lasers in Engineering, vol. 90, pp. 196-208, 2017. [10] T. Kelly, 'The Myth of the Skytale,' Cryptologia, vol. 22, no. 3, pp. 244-260, 1998. [11] C.-F. Lee, H.-L. Chen, and H.-K. Tso, 'Embedding Capacity Raising in Reversible Data Hiding Based on Prediction of Difference Expansion,' Journal of Systems and Software, vol. 83, no. 10, pp. 1864-1872, 2010. [12] S.-K. Lee, Y.-H. Suh, and Y.-S. Ho, 'Reversiblee Image Authentication Based on Watermarking,' in Multimedia and Expo, 2006 IEEE International Conference on: IEEE, pp. 1321-1324, 2006. [13] X. Li, J. Li, B. Li, and B. Yang, 'High-Fidelity Reversible Data Hiding Scheme Based on Pixel-Value-Ordering and Prediction-Error Expansion,' Signal processing, vol. 93, no. 1, pp. 198-205, 2013. [14] C.-C. Lin, W.-L. Tai, and C.-C. Chang, 'Multilevel Reversible Data Hiding Based on Histogram Modification of Difference Images,' Pattern Recognition, vol. 41, no. 12, pp. 3582-3591, 2008. [15] C.-L. Liu, D.-C. Lou, and C.-C. Lee, 'Reversible Data Embedding Using Reduced Difference Expansion,' in Intelligent Information Hiding and Multimedia Signal Processing, 2007. IIHMSP 2007. Third International Conference on: IEEE, vol. 1, pp. 433-436, 2007. [16] Z. Ni, Y.-Q. Shi, N. Ansari, and W. Su, 'Reversible Data Hiding,' IEEE Transactions on circuits and systems for video technology, vol. 16, no. 3, pp. 354-362, 2006. [17] B. Ou, X. Li, Y. Zhao, R. Ni, and Y.-Q. Shi, 'Pairwise Prediction-Error Expansion for Efficient Reversible Data Hiding,' IEEE Transactions on Image Processing, vol. 22, no. 12, pp. 5010-5021, 2013. [18] V. Sachnev, H. J. Kim, J. Nam, S. Suresh, and Y. Q. Shi, 'Reversible Watermarking Algorithm Using Sorting and Prediction,' IEEE Transactions on Circuits and Systems for Video Technology, vol. 19, no. 7, pp. 989-999, 2009. [19] S. Sarreshtedari, M. A. Akhaee, and A. Abbasfar, 'Source–Channel Coding-Based Watermarking for Self-Embedding of Jpeg Images,' Signal Processing: Image Communication, vol. 62, pp. 106-116, 2018. [20] D. M. Thodi and J. J. Rodríguez, 'Reversible Watermarking by Prediction-Error Expansion,' in Image Analysis and Interpretation, 2004. 6th IEEE Southwest Symposium on: IEEE, pp. 21-25, 2004. [21] J. Tian, 'Reversible Data Embedding Using a Difference Expansion,' IEEE transactions on circuits and systems for video technology, vol. 13, no. 8, pp. 890-896, 2003. [22] X. Wang, J. Ding, and Q. Pei, 'A Novel Reversible Image Data Hiding Scheme Based on Pixel Value Ordering and Dynamic Pixel Block Partition,' Information sciences, vol. 310, pp. 16-35, 2015. [23] D.-C. Wu and W.-H. Tsai, 'A Steganographic Method for Images by Pixel-Value Differencing,' Pattern Recognition Letters, vol. 24, no. 9-10, pp. 1613-1626, 2003. [24] W.-C. Wu and Z.-W. Lin, 'Svd-Based Self-Embedding Image Authentication Scheme Using Quick Response Code Features,' Journal of Visual Communication and Image Representation, vol. 38, pp. 18-28, 2016. [25] X. Wu, J. Weng, and W. Yan, 'Adopting Secret Sharing for Reversible Data Hiding in Encrypted Images,' Signal Processing, vol. 143, pp. 269-281, 2018. [26] H. Yi, S. Wei, and H. Jianjun, 'Improved Reduced Difference Expansion Based Reversible Data Hiding Scheme for Digital Images,' in Electronic Measurement & Instruments, 2009. ICEMI'09. 9th International Conference on: IEEE, pp. 4-315-314-318, 2009. [27] X. Zhang, 'Reversible Data Hiding in Encrypted Image,' IEEE signal processing letters, vol. 18, no. 4, pp. 255-258, 2011. [28] Z. Zhao, H. Luo, Z.-M. Lu, and J.-S. Pan, 'Reversible Data Hiding Based on Multilevel Histogram Modification and Sequential Recovery,' AEU-International Journal of Electronics and Communications, vol. 65, no. 10, pp. 814-826, 2011.
過去研究當中,學者們總是思索著如何改善隱藏資訊的演算法,以求改善該演算法的最大嵌入量及偽裝影像的影像品質,然而,在諸多學者們所提出的高效能演算法中,並非所有方法皆適合多層資訊嵌入,因此本研究旨在透過整合式創新的方式,將學者所提出的各類RDH方法根據其特性,透過「多層嵌入評估準則」(multilayer embedding benchmark)的創新評估方式,以多層資訊嵌入模式,建造一組由多個RDH方法組合而成的一種新的混合可逆式資訊隱藏技術(Hybrid RDH),將彼此優勢進行整合,在視覺可接受的影像品質下,達到高資訊負載量的可逆式資訊隱藏技術,實驗結果顯示在特定情況下不僅提升影像負載量,更使影像品質提升。

In previous research, scholars have always attempted to improve data hiding algorithms to improve their maximum embedding capacity and stego image quality. However, not all proposed high-performance algorithms are suitable for multilayer data embedding. Hence, this study aims to use integrated innovation; based on the characteristics of the various reversible data hiding (RDH) methods previously proposed, a new hybrid RDH technology is built using the innovative evaluation method of multilayer embedding benchmark. The technology combines multiple RDH methods in a multilayer data embedding mode to integrate individual advantages to achieve a RDH technology with high embedding capacity and visually acceptable image quality. The experimental results show that under certain circumstances, the proposed technology not only enhances the embedding capacity but also improves the image quality.
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