A reversible compression code hiding using SOC and SMVQ indices

被引:34
作者
Chang, Chin-Chen [1 ]
Nguyen, Thai Son [1 ,3 ]
Lin, Chia-Chen [2 ]
机构
[1] Feng Chia Univ, Dept Informat Engn & Comp Sci, Taichung 40724, Taiwan
[2] Providence Univ, Dept Comp Sci & Informat Management, Taichung 43301, Taiwan
[3] Tra Vinh Univ, Dept Informat Technol, Tra Vinh, Tra Vinh Provin, Vietnam
关键词
Data hiding; Image compression; Search order coding (SOC); Steganography; Side match vector quantization (SMVQ); VECTOR QUANTIZATION; SIDE MATCH; WATERMARKING; IMAGES;
D O I
10.1016/j.ins.2014.12.028
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Reversible data hiding recovers the original images without distortion after the secret data are extracted, so it has received considerable attention among researchers in recent years. This work presents a novel reversible data hiding scheme based on the search-order coding (SOC) algorithm and side match vector quantization (SMVQ). The compression performance is improved by encoding the index with either SOC or SMVQ during the data embedding phase. The index of an image block also is encoded by using a few bits, thus improving the compression rate. During the extracting phase, the receiver uses simple steps to extract the secret data and reconstruct the original SMVQ compression code. Our experimental results indicated that, using a size 64 state codebook, the average compression rate with our scheme was 0.41 bpp, which is much better than the compression rates of Chang et al.'s, Yang and Lin's, and Yang et al.'s schemes, i.e., 0.50, 0.54, and 0.56 bpp, respectively. Furthermore, in addition to reducing the time required for the embedding and extracting phases, the proposed scheme yields a higher embedding rate than the schemes of Yang and Lin and Yang et al. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:85 / 99
页数:15
相关论文
共 26 条
[1]   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
[2]  
Chang CC, 2004, FUND INFORM, V62, P275
[3]   Information hiding based on search-order coding for VQ indices [J].
Chang, CC ;
Chen, GM ;
Lin, MH .
PATTERN RECOGNITION LETTERS, 2004, 25 (11) :1253-1261
[4]   An efficient reversible data hiding scheme based on SMVQ [J].
Chiou, S-F ;
Lu, Y-C ;
Liao, I-E ;
Hwang, M-S .
IMAGING SCIENCE JOURNAL, 2013, 61 (06) :467-474
[5]  
Davis R. M., 1978, IEEE Communications Society Magazine, V16, P5, DOI 10.1109/MCOM.1978.1089771
[6]   Lossless data embedding - New paradigm in digital watermarking [J].
Fridrich, J ;
Goljan, M ;
Du, R .
EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING, 2002, 2002 (02) :185-196
[7]  
Fridrich J., 2001, P ITCC LAS VEG NV AP
[8]  
Gersho A., 2012, Vector Quantization and Signal Compression, V159
[9]  
Goljan M., 2001, 4th Information Hiding Workshop, LNCS, V2137, P27, DOI DOI 10.1007/3-540-45496-9
[10]  
Gray R. M., 1984, IEEE ASSP Magazine, V1, P4, DOI 10.1109/MASSP.1984.1162229