Abstract
We propose a data hiding method with high embedding capacity and good fidelity. It is done by block classification, data embedding, and pixel adjustment. The image blocks are firstly divided into three categories: smooth block, edge block and textural block. Different secret bits are then adaptively embedded into different blocks in terms of the image types by using least-significant-bit (LSB) substitution. After data embedding, the changed pixels are adjusted to minimize distortion. Many experiments are conducted to validate the effectiveness of the proposed method.
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References
Van De Ville, D., Philips, W., Van de Walle, R., Lemanhieu, I.: Image scrambling without bandwidth expansion. IEEE Trans. Circuits Syst. Video Technol. 14, 892–897 (2004)
Moulin, P., Koetter, R.: Data-hiding codes. Proceedings of the IEEE 93, 2083–2126 (2005)
Lin, I., Lin, Y., Wang, C.: Hiding data in spatial domain images with distortion tolerance. Computer Standards & Interfaces 31, 458–464 (2009)
Chan, C., Cheng, L.M.: Improved hiding data in images by optimal moderately significant-bit replacement. IEE Electron. Lett. 37, 1017–1018 (2001)
Chan, C., Cheng, L.M.: Hiding data in images by simple LSB substitution. Pattern Recognition 37, 469–474 (2004)
Wu, D., Tsai, W.: A steganographic method for images by pixel-value differencing. Pattern Recognition Letters 24, 1613–1626 (2003)
Wang, R., Tsai, Y.: An image-hiding method with high hiding capacity based on best-block matching and k-means clustering. Pattern Recognition 40, 398–409 (2007)
Yang, C.: Inverted pattern approach to improve image quality of information hiding by LSB substitution. Pattern Recognition 41, 2674–2683 (2008)
Lee, L., Tsai, W.: Data hiding in grayscale images by dynamic programming based on a human visual model. Pattern Recognition 42, 1604–1611 (2009)
Chen, W., Chang, C.C., Le, T.: High payload steganography mechanism using hybrid edge detector. Expert Systems with Applications 37, 3292–3301 (2010)
Fridrich, J., Goljan, M., Du, R.: Detecting LSB steganography in color and gray-scale images. IEEE Multimedia 8, 22–28 (2001)
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© 2012 Springer-Verlag Berlin Heidelberg
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Zhang, X., Tang, Z., Liang, T., Zhang, S., Zhu, Y., Sun, Y. (2012). Data Hiding Method Based on Local Image Features. In: Huang, R., Ghorbani, A.A., Pasi, G., Yamaguchi, T., Yen, N.Y., Jin, B. (eds) Active Media Technology. AMT 2012. Lecture Notes in Computer Science, vol 7669. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-35236-2_25
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DOI: https://doi.org/10.1007/978-3-642-35236-2_25
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-35235-5
Online ISBN: 978-3-642-35236-2
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