Reversible information hiding for VQ indices based on locally adaptive coding

Steganography is one of protective methods for secret communications over public networks such as the Internet. This paper proposes a novel reversible information hiding method for vector quantization (VQ) compressed images based on locally adaptive coding method. The proposed steganographic method embeds a secret message into VQ indices in an index table during the process of compressing the index table in the block-by-block manner. The experimental results show that, in average, the proposed method achieves the best visual quality of reconstructed images and the best embedding rate compared to two related works. In terms of compression rate and encoding execution time, in average, Yang et al.'s method is the best, followed by our proposed method, and then Lin and Chang's method.

[1]  Adi Shamir,et al.  A method for obtaining digital signatures and public-key cryptosystems , 1978, CACM.

[2]  L. Rabiner,et al.  The acoustics, speech, and signal processing society - A historical perspective , 1984, IEEE ASSP Magazine.

[3]  Jeng-Shyang Pan,et al.  Robust VQ-based digital watermarking for memoryless binary symmetric channel , 2004, 2004 IEEE International Symposium on Circuits and Systems (IEEE Cat. No.04CH37512).

[4]  Jeng-Shyang Pan,et al.  Efficient and robust watermarking algorithm with vector quantisation , 2001 .

[5]  Robert M. Gray,et al.  An Algorithm for Vector Quantizer Design , 1980, IEEE Trans. Commun..

[6]  Robert E. Tarjan,et al.  A Locally Adaptive Data , 1986 .

[7]  R. Gray,et al.  Vector quantization , 1984, IEEE ASSP Magazine.

[8]  Jeng-Shyang Pan,et al.  A VQ-based robust multi-watermarking algorithm , 2002, 2002 IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering. TENCOM '02. Proceedings..

[9]  Hu Jian-ping,et al.  A method for hiding information utilizing double-random phase-encoding technique , 2007 .

[10]  Ingemar J. Cox,et al.  Digital Watermarking and Steganography , 2014 .

[11]  R. Davis,et al.  The data encryption standard in perspective , 1978, IEEE Communications Society Magazine.

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

[13]  Luxi Yang,et al.  Optimal pilot sequence design for channel estimation in MIMO OFDM systems , 2006, IEEE Commun. Lett..

[14]  Chin-Chen Chang,et al.  An Improved VQ Codebook Search Algorithm Using Principal Component Analysis , 1997, J. Vis. Commun. Image Represent..

[15]  Chin-Chen Chang,et al.  A difference expansion oriented data hiding scheme for restoring the original host images , 2006, J. Syst. Softw..

[16]  Yi-Ta Wu,et al.  Digital watermarking based on chaotic map and reference register , 2007, Pattern Recognit..

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