研究生: |
曾盈樹 Tseng, Ying-Shu |
---|---|
論文名稱: |
REVERSIBLE DATA HIDING SCHEME WITH DIRECTIONAL SELECTIVE MECHANISM 具方向選擇性的可還原資料藏匿方法 |
指導教授: |
張隆紋
Chang, Long-Wen |
口試委員: | |
學位類別: |
碩士 Master |
系所名稱: |
電機資訊學院 - 資訊系統與應用研究所 Institute of Information Systems and Applications |
論文出版年: | 2009 |
畢業學年度: | 97 |
語文別: | 英文 |
論文頁數: | 40 |
中文關鍵詞: | 方向性 、可逆 、可還原 、資料藏匿 |
外文關鍵詞: | directional, reversible, data hiding, lossless |
相關次數: | 點閱:2 下載:0 |
分享至: |
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
Reversible data hiding has drawn considerable attention in recent years. Reversible data hiding is required and preferable in many applications such as medical diagnosis, military, law enforcement, fine art work and some other authentication issues. A novel reversible data hiding algorithm which can recover the original host image without any distortion from the marked image after the hidden data have been extracted. In this paper, we propose a scheme based on the multilevel reversible data hiding by shift the histogram of two directional difference images. Through the hiding capacity and a joint imperceptibility evaluation, we show that our proposed scheme using the direction selective mechanism could achieve more hiding capacity and keep distortion low. It is proved analytically and shown experimentally that the peak signal-to-noise ratio (PSNR) of the marked image generated by this method versus the original image is guaranteed to be above other methods. The PSNR is much higher than that of all reversible data hiding techniques reported in the literature.
近年來,可回復的資料藏匿技術受到重視,它在許多範疇中廣為使用,像是醫學、軍事影像、具有法律效益問題的影像以及藝術作品,還有其他有關認證或智慧財產權的部份。一個好的可逆資料隱藏方法,可以在無失真的情況下,萃取出藏於加密影像的訊息,同時將藏有訊息的加密影像回復成原始的影像。在這篇論文中,我們提出了一個具方向選擇性的可逆資料藏匿方法,它是利用對兩種不同方向的差值影像直方圖做評估選擇出較適當的藏匿空間,進而作修改的動作達到資料隱藏的目的;在影像品質以及資訊容量的衡量下,可以看到我們利用了針對影像的內容作不同方向的差值比對,藉此達到改善資訊藏匿容量以及提高影像品質的目的。在實驗結果的部份證明在訊雜比(PSNR)遠比其他可回復資料藏匿方法來得高。
[1] K.S. Kim, M.J. Lee, H.K. Lee, Y.H. Suh, “Histogram-Based Reversible Data Hiding Technique Using Subsampling”, Proceedings of The 10th ACM Workshop on Multimedia and Security, Oxford, United Kingdom, pp. 69–74, 2008.
[2] C.C. Lin, W.L. Tai, C.C. Chang, “Multilevel Reversible Data Hiding Based on Histogram Modification of Difference Images”, Pattern Recognition 41, pp. 3582–3591, 2008.
[3] C. De Vleeschouwer, J.F. Delaigle, B. Macq, “Circular Interpretation of Bijective Transformations in Lossless Watermarking for Media Asset Management”, IEEE Trans. Multimedia, vol. 5, No. 1, pp. 97–105, 2003.
[4] Z. Ni, Y.Q. Shi, N. Ansari, W. Su, Q. Sun, and X. Lin, “Robust Lossless Image Data Hiding Designed for Semi-Fragile Image Authentication”, IEEE Trans. Circuits Systems Video Technology, vol. 18, No. 4, pp. 497–509, April 2008.
[5] J. Tian, “Reversible Data Embedding Using a Difference Expansion”, IEEE Trans. Circuits Systems Video Technology, vol. 13, No. 8, pp. 890–896, 2003.
[6] A.M. Alattar, “Reversible Watermark Using The Difference Expansion of a Generalized Integer Transform”, IEEE Trans. Image Process, vol. 13, No. 8, pp. 1147–1156, 2004.
[7] D.M. Thodi, J.J. Rodríguez, “Expansion Embedding Techniques for Reversible Watermarking”, IEEE Trans. Image Process, vol. 16, No. 3, pp. 721–730, 2007.
[8] M.U. Celik, G. Sharma, A.M. Tekalp, E. Saber, “Lossless Generalized-LSB Data Embedding”, IEEE Trans. Image Process, vol. 14, No. 2, pp. 253–266, 2005.
[9] Z. Ni, Y.Q. Shi, N. Ansari, W. Su, “Reversible Data Hiding”, IEEE Trans. Circuits Systems Video Technology, vol. 16, No. 3, pp. 354–362, 2006.
[10] C.C. Lin, S.P. Yang, N.L. Hsueh, “Lossless Data Hiding Based on Difference Expansion Without a Location Map”, Congress on Image and Signal Processing, 2008.
[11] M. Goljan, J. Fridrich, R. Du, “Distortion-Free Data Embedding”, Proceedings of the Four Information Hiding Workshop, Lecture Notes in Computer Science 2137, Springer, New York, pp. 27–41, April 2001.
[12] J. Fridrich, M. Goljan, R. Du, “Invertible Authentication Watermark for JPEG Images”, Proceedings of International Conference on Information Technology: Coding and Computing, Las Vegas, Nevada, pp. 223–227, April 2001.
[13] J. Fridrich, M. Goljan, R. Du, “Lossless Data Embedding for All Image Formats”, in: Proceedings of SPIE Photonic West, Electronic Imaging 2002, Security and Watermarking of Multimedia Contents 4675, San Jose, California, pp. 572–583, January 2002.