Image steganalysis based on predictive coding

被引:0
|
作者
Zhou, Zhi-Ping
Sun, Zi-Wen
Lin, Jia-Jun
机构
[1] School of Information Science and Engineering, East China University of Science and Technology, Shanghai 200237, China
[2] College of Communication and Control Engineering, Jiangnan University, Wuxi 214122, China
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Through analyzing the principle of predictive coding, a steganalysis method based on predictive coding is proposed. The predictive coding is based on the relativity between the neighboring pixels. On the contrary, steganograph will destroy the relativity between the neighboring pixels. Through computing and analysing the predictive error of cover image and steg image, it is obtained that steganograph will increase the predictive error. So the predictive error can be used to detect steganograph. The experiment shows that this method has a better ability of steganalysis.
引用
收藏
页码:870 / 873
相关论文
共 50 条
  • [31] Steganalysis of LSB Matching Based on Image Noise
    Lu, Jicang
    Liu, Fenlin
    Luo, Xiangyang
    Song, Xiaofeng
    MULTIMEDIA AND UBIQUITOUS ENGINEERING, 2014, 308 : 211 - 217
  • [32] Improvement of TND Steganalysis Based on Image Complexity
    Wang, Rangding
    Zhao, Weifeng
    ICSP: 2008 9TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-5, PROCEEDINGS, 2008, : 2774 - 2778
  • [33] Active steganalysis based on pixels classification in the image
    Liu, Jing
    Tang, Guang-Ming
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2012, 34 (08): : 1928 - 1933
  • [34] Predictive subband image coding with wavelet transform
    Huang, WC
    Chang, LW
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 1998, 13 (03) : 171 - 181
  • [35] Novel nonlinear predictive image coding algorithm
    Yu, TH
    Mitra, SK
    JOURNAL OF ELECTRONIC IMAGING, 1997, 6 (02) : 181 - 188
  • [36] Intra-predictive Transforms for Image Coding
    Xu, Jizheng
    Wu, Feng
    Zhang, Wenjun
    ISCAS: 2009 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-5, 2009, : 2822 - +
  • [37] Gradient based selective weighting of neighboring pixels for predictive lossless image coding
    Knezovic, J
    Kovac, M
    ITI 2003: PROCEEDINGS OF THE 25TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY INTERFACES, 2003, : 483 - 488
  • [38] Predictive image coding with adaptive wavelet transform
    Strutz, T
    Schwarz, H
    Muller, E
    APPLICATIONS OF DIGITAL IMAGE PROCESSING XX, 1997, 3164 : 279 - 290
  • [39] Image Steganalysis Based on Deep Content Features Clustering
    Mo, Chengyu
    Liu, Fenlin
    Zhu, Ma
    Yan, Gengcong
    Qi, Baojun
    Yang, Chunfang
    CMC-COMPUTERS MATERIALS & CONTINUA, 2023, 76 (03): : 2921 - 2936
  • [40] Steganalysis Based on Reducing the Differences of Image Statistical Characteristics
    Wang, Ran
    Niu, Shaozhang
    Ping, Xijian
    Zhang, Tao
    NINTH INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2017), 2018, 10615