Information hiding based on search-order coding for VQ indices

Compared with various information-hiding techniques on the spatial domain proposed previously, VQ-based information hiding technique has not been paid much attention. As a result, we present a steganographic scheme based on the search-order coding (SOC) compression method of vector quantization (VQ) indices in this paper. The major goal is to embed secret data into the compression codes of the host image such that the interceptors will not notice the existence of secret data. In the proposed scheme, the embedding process induces no extra coding distortion and adjusts the bit rate according to the size of secret data. According to the experimental results, it is confirmed that the proposed scheme yields a good and acceptable compression ratio of the image. In addition, the receiver can efficiently receive both the compressed image and the embedded data almost at the same time.

[1]  Nasser M. Nasrabadi,et al.  Image coding using vector quantization: a review , 1988, IEEE Trans. Commun..

[2]  Chaur-Heh Hsieh,et al.  Lossless compression of VQ index with search-order coding , 1996, IEEE Trans. Image Process..

[3]  Markus G. Kuhn,et al.  Information hiding-a survey , 1999, Proc. IEEE.

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

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

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

[7]  Minho Jo,et al.  A Digital Image Watermarking Scheme Based on Vector Quantisation , 2002 .

[8]  Chin-Chen Chang,et al.  A watermarking technique based on one-way hash functions , 1999, IEEE Trans. Consumer Electron..

[9]  Sushil Jajodia,et al.  Exploring steganography: Seeing the unseen , 1998, Computer.

[10]  Chin-Chen Chang,et al.  Finding optimal least-significant-bit substitution in image hiding by dynamic programming strategy , 2003, Pattern Recognit..

[11]  Kuo-Liang Chung,et al.  A novel SVD- and VQ-based image hiding scheme , 2001, Pattern Recognit. Lett..

[12]  Edward J. Delp,et al.  Watermark embedding: hiding a signal within a cover image , 2001, IEEE Commun. Mag..

[13]  Ralph Howard,et al.  Data encryption standard , 1987 .

[14]  Hideki Noda,et al.  BPCS steganography using EZW lossy compressed images , 2002, Pattern Recognit. Lett..

[15]  Friedrich L. Bauer,et al.  Decrypted secrets - methods and maxims of cryptology , 1997 .

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

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