Joint Data Hiding and Compression Scheme Based on Modified BTC and Image Inpainting

被引:10
作者
Liu, Xiaolong [1 ,2 ]
Lin, Chia-Chen [3 ]
Muhammad, Khan [4 ]
Al-Turjman, Fadi [5 ]
Yuan, Shyan-Ming [6 ]
机构
[1] Fujian Agr & Forestry Univ, Coll Comp & Informat Sci, Fuzhou 350002, Fujian, Peoples R China
[2] Fujian Agr & Forestry Univ, Digital Fujian Inst Big Data Agr & Forestry, Fuzhou 350002, Fujian, Peoples R China
[3] Providence Univ, Dept Comp Sci & Informat Management, Taichung 43301, Taiwan
[4] Sejong Univ, Dept Software, Seoul 143747, South Korea
[5] Antalya Bilim Univ, Dept Comp Engn, TR-07000 Antalya, Turkey
[6] Natl Chiao Tung Univ, Dept Comp Sci, Hsinchu 300, Taiwan
来源
IEEE ACCESS | 2019年 / 7卷
基金
中国国家自然科学基金;
关键词
Data hiding; image compression; MBTC; BSOC; image inpainting; INDEXES; SMVQ;
D O I
10.1109/ACCESS.2019.2935907
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Seamlessly integrating image compression technique and secret data hiding technique into a single procedure for security and efficient data transmission is a novel research issue in modern, decentralized digital communication environments. The first joint data hiding and compression (JDHC) scheme on block truncation coding (BTC) compression domain is presented in this paper. In the compressing and embedding procedure, for the complex blocks, modified block truncation coding (MBTC) is utilized to embed secret data and compress blocks simultaneously, while further controlling the visual distortion that is caused during data embedding. For the smooth blocks, according to the current embedding bit, either image inpainting or block search order coding (BSOC) is used to embed secret data and compress blocks simultaneously with maintaining acceptable compression performance. According to the image compression codes that are provided as output, image decompression and secret bits extraction procedures can be conducted simultaneously. Experimental results indicate that outstanding compression bit rate can be achieved by the proposed JDHC scheme with satisfactory visual quality and hiding capacity.
引用
收藏
页码:116027 / 116037
页数:11
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