Joint coding and embedding techniques for multimedia images

被引:21
作者
Chang, Chin-Chen [1 ,3 ]
Wu, Wen-Chuan [2 ]
Chen, Yi-Hui [3 ]
机构
[1] Feng Chia Univ, Dept Comp Sci & Informat Engn, Taichung 40724, Taiwan
[2] Aletheia Univ, Dept Comp & Informat Sci, Taipei 251, Taiwan
[3] Natl Chung Cheng Univ, Dept Comp Sci & Informat Engn, Chiayi 62107, Taiwan
关键词
clustering; image compression; quantization index modulation; side-match VQ;
D O I
10.1016/j.ins.2008.05.003
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Hiding data in digital images is a technique for secret data communication. It involves embedding important data into a cover image in digital form with minimal perceptible degradation. In this paper, we first propose an improved data hiding method for side-match vector quantization (SMVQ) compressed images, which utilizes the codeword-pairing procedure to modulate the index code of each image block. In order to take it a step further and obtain a larger embedding capacity, we remodel the first proposed method into a new one with the power of variable-rate data embedding through the use of a multiple-base notational system. According to the experimental results, the two proposed methods are indeed capable of providing a larger embedding capacity without causing noticeable distortions of stego-images in comparison with previous methods. Moreover, our methods also maintain a low compression bit-rate without auxiliary data. (C) 2008 Elsevier Inc. All rights reserved.
引用
收藏
页码:3543 / 3556
页数:14
相关论文
共 27 条
[1]   Hiding data in images by simple LSB substitution [J].
Chan, CK ;
Cheng, LM .
PATTERN RECOGNITION, 2004, 37 (03) :469-474
[2]   Hiding secret data adaptively in vector quantisation index tables [J].
Chang, C. -C. ;
Wu, W. -C. .
IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING, 2006, 153 (05) :589-597
[3]   Image hiding scheme with modulus function and dynamic programming strategy on partitioned pixels [J].
Chang, CC ;
Chan, CS ;
Fan, YH .
PATTERN RECOGNITION, 2006, 39 (06) :1155-1167
[4]   A watermarking-based image ownership and tampering authentication scheme [J].
Chang, CC ;
Hu, YS ;
Lu, TC .
PATTERN RECOGNITION LETTERS, 2006, 27 (05) :439-446
[5]   A steganographic method for hiding secret data using side match vector quantization [J].
Chang, CC ;
Wu, WC .
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2005, E88D (09) :2159-2167
[6]   Fast planar-oriented ripple search algorithm for hyperspace VQ codebook [J].
Chang, Chin-Chen ;
Wu, Wen-Chuan .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2007, 16 (06) :1538-1547
[7]   A reversible data hiding scheme based on side match vector quantization [J].
Chang, Chin-Chen ;
Tai, Wei-Liang ;
Lin, Chia-Chen .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2006, 16 (10) :1301-1308
[8]   New image steganographic methods using run-length approach [J].
Chang, Chin-Chen ;
Lin, Chih-Yang ;
Wang, Yu-Zheng .
INFORMATION SCIENCES, 2006, 176 (22) :3393-3408
[9]   Quantization index modulation: A class of provably good methods for digital watermarking and information embedding [J].
Chen, B ;
Wornell, GW .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2001, 47 (04) :1423-1443
[10]   Hadamard transform based fast codeword search algorithm for high-dimensional VQ encoding [J].
Chu, Shu-Chuan ;
Lu, Zhe-Ming ;
Pan, Jeng-Shyang .
INFORMATION SCIENCES, 2007, 177 (03) :734-746