Coding Efficiency Preserving Steganography Based on HEVC Steganographic Channel Model

被引:10
作者
Dong, Yi [1 ]
Jiang, Xinghao [1 ,2 ]
Sun, Tanfeng [1 ,2 ]
Xu, Dawen [3 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Elect Informat & Elect Engn, Shanghai, Peoples R China
[2] Natl Engn Lab Informat Content Anal Tech, GT036001, Shanghai, Peoples R China
[3] Ningbo Univ Technol, Sch Elect & Informat Engn, Ningbo, Zhejiang, Peoples R China
来源
DIGITAL FORENSICS AND WATERMARKING | 2017年 / 10431卷
基金
中国国家自然科学基金;
关键词
Steganography channel model; Coding efficiency; HEVC; Prediction Units; HIDING ALGORITHM;
D O I
10.1007/978-3-319-64185-0_12
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Steganographic Channel Model (SCM) is hard to build for different steganography algorithms in different embedding domains. Thus, theoretical analysis for some important factors in steganography, such as capacity, distortion, is hard to obtain. In this paper, to avoid introducing significant distortion into HEVC video file, a novel HEVC SCM is presented and analyzed. It is firstly proposed that the distortion optimization method in this SCM should be applied on coding efficiency instead of visual quality. According to this conclusion, a novel coding efficiency preserving steganography algorithm based on Prediction Units (PUs) is proposed for HEVC videos. The intra prediction modes of candidate PUs are taken as cover. This algorithm was tested on the dataset consisting of 17,136 HD sequences. The Experimental results prove the correctness of the previous conclusion and the practicability of the proposed channel model, and show that our algorithm outperforms the existing HEVC steganography algorithm in capacity and perceptibility.
引用
收藏
页码:149 / 162
页数:14
相关论文
共 10 条
[1]  
Aparna R., 2016, INT J COMPUT APPL, V134, P1
[2]  
Bouchama S, 2012, LECT NOTES ENG COMP, P655
[3]   A DCT/DST-based error propagation-free data hiding algorithm for HEVC intra-coded frames [J].
Chang, Po-Chun ;
Chung, Kuo-Liang ;
Chen, Jiann-Jone ;
Lin, Chien-Hsiung ;
Lin, Tseng-Jung .
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2014, 25 (02) :239-253
[4]   Minimizing Additive Distortion in Steganography Using Syndrome-Trellis Codes [J].
Filler, Tomas ;
Judas, Jan ;
Fridrich, Jessica .
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2011, 6 (03) :920-935
[5]  
Hu Y, 2007, 2007 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-5, P1231
[6]  
Juneja M., 2013, INT J ENG ADV TECHNO, V2, P2249
[7]  
Sheng Q., 2016, GUANGDIANZI JIGUANG, V25, P1578
[8]  
Tew Y, 2015, IEEE IMAGE PROC, P1265, DOI 10.1109/ICIP.2015.7351003
[9]   An information hiding algorithm based on intra-prediction modes and matrix coding for H.264/AVC video stream [J].
Yang, Gaobo ;
Li, Junjie ;
He, Yingliang ;
Kang, Zhiwei .
AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2011, 65 (04) :331-337
[10]   An Adaptive Video Steganography Based on Intra-prediction Mode and Cost Assignment [J].
Zhang, Lingyu ;
Zhao, Xianfeng .
DIGITAL FORENSICS AND WATERMARKING, IWDW 2016, 2017, 10082 :518-532