Color image embedding using multidimensional lattice structures

This paper describes a robust data embedding scheme which uses noise resilient channel codes based on a multidimensional lattice structure. Compared to prior work in digital watermarking, the proposed scheme can handle a significantly larger quantity of signature data such as gray-scale or color images. A trade-off between the quantity of hidden data and the quality of the watermarked image is achieved by varying the number of quantization levels for the signature, and a scale factor for data embedding. Experimental results on signature recovery from JPEG compressed watermarked images show that good quality reconstruction is possible even when the images are lossy compressed by as much as 85%. Potential applications of this method include, in addition to watermarking, digital data hiding for security and for bit stream control and manipulation.

[1]  Allen Gersho,et al.  Vector quantization and signal compression , 1991, The Kluwer international series in engineering and computer science.

[2]  Jelena Kovacevic,et al.  Wavelets and Subband Coding , 2013, Prentice Hall Signal Processing Series.

[3]  Kineo Matsui,et al.  Embedding a seal into a picture under orthogonal wavelet transform , 1996, Proceedings of the Third IEEE International Conference on Multimedia Computing and Systems.

[4]  N. J. A. Sloane,et al.  Fast quantizing and decoding and algorithms for lattice quantizers and codes , 1982, IEEE Trans. Inf. Theory.

[5]  B. S. Manjunath,et al.  Robust embedded data from wavelet coefficients , 1997, Electronic Imaging.

[6]  Ingemar J. Cox,et al.  Secure spread spectrum watermarking for multimedia , 1997, IEEE Trans. Image Process..

[7]  Thomas C. Hales Sphere packings, I , 1997, Discret. Comput. Geom..

[8]  B. S. Manjunath,et al.  A robust data hiding technique using multidimensional lattices , 1998, Proceedings IEEE International Forum on Research and Technology Advances in Digital Libraries -ADL'98-.

[9]  Bin Zhu,et al.  Robust data hiding for images , 1996, 1996 IEEE Digital Signal Processing Workshop Proceedings.

[10]  Frank Bossen,et al.  Digital signature of color images using amplitude modulation , 1997, Electronic Imaging.

[11]  N. J. A. Sloane,et al.  Voronoi regions of lattices, second moments of polytopes, and quantization , 1982, IEEE Trans. Inf. Theory.

[12]  Ingemar J. Cox,et al.  A Secure, Robust Watermark for Multimedia , 1996, Information Hiding.

[13]  David J. Fleet,et al.  Embedding invisible information in color images , 1997, Proceedings of International Conference on Image Processing.