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基于灰度预测和灰色关联分析的离散余弦变化图像隐藏算法
引用本文:黄海平,黄世超,陈九天,王汝传.基于灰度预测和灰色关联分析的离散余弦变化图像隐藏算法[J].中国通信学报,2013,10(7):57-70.
作者姓名:黄海平  黄世超  陈九天  王汝传
摘    要:

收稿时间:2012-07-20;

Image Hiding Algorithm in Discrete Cosine Transform Domain Based on Grey Prediction and Grey Relational Analysis
HUANG Haiping,HUANG Shichao,CHEN Jiutian,WANG Ruchuan.Image Hiding Algorithm in Discrete Cosine Transform Domain Based on Grey Prediction and Grey Relational Analysis[J].China communications magazine,2013,10(7):57-70.
Authors:HUANG Haiping  HUANG Shichao  CHEN Jiutian  WANG Ruchuan
Abstract:Traditional information hiding algorithms cannot maintain a good balance of capacity, invisibility and robustness. In this paper, a novel blind colour image information hiding algorithm based on grey prediction and grey relational analysis in the Discrete Cosine Tran-sform (DCT) domain is proposed. First, this algorithm compresses the secret image losslessly based on the improved grey predic-tion GM(1,1) (IGM) model. It then chooses the blocks of rich texture in the cover image as the embedding regions using Double-dimension Grey Relational Analysis (DGRA). Finally, it adaptively embeds the compressed secret bits stream into the DCT domain mid-frequency coefficients, which are decided by those blocks’ Double-Dimension Grey Correlation Degree (DGCD) and Human Visual System (HVS). This method can ensure an adequate balance between invisibility, capacity and robustness. Experimental results show that the proposed algorithm is robust against JPEG compression (46.724 6 dB when the compression quality factor is 90%), Gaussian noise (45.531 3 dB when the parameter is (0,0.000 5)) etc., and it is a blind information hiding algorithm that can be extracted without an original carrier.
Keywords:image information hiding  IGM  DGRA  blind information hiding  DCT
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