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
来源：
Huadong Ligong Daxue Xuebao /Journal of East China University of Science and Technology | 2007年 / 33卷 / 06期
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
  • [41] Novel nonlinear predictive image coding algorithm
    Yu, TH
    Mitra, SK
    JOURNAL OF ELECTRONIC IMAGING, 1997, 6 (02) : 181 - 188
  • [42] 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 - +
  • [43] Predictive image coding with adaptive wavelet transform
    Strutz, T
    Schwarz, H
    Muller, E
    APPLICATIONS OF DIGITAL IMAGE PROCESSING XX, 1997, 3164 : 279 - 290
  • [44] 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
  • [45] Adaptive Image Steganalysis
    Sajedi, H.
    MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (13) : 17269 - 17284
  • [46] A Predictive Coding Information Hiding Algorithm with Large Capacity Based on Image Separation
    Ren, Junling
    Ma, Zhifeng
    Xia, Yangbo
    2009 WASE INTERNATIONAL CONFERENCE ON INFORMATION ENGINEERING, ICIE 2009, VOL I, 2009, : 185 - +
  • [47] Image Universal Steganalysis Based on Wavelet Packet Transform
    Luo, Xiangyang
    Liu, Fenlin
    Chen, Jianming
    Zhang, Yining
    2008 IEEE 10TH WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING, VOLS 1 AND 2, 2008, : 784 - 788
  • [48] Image Steganalysis Algorithm Based on Improved Discernibility Matrix
    Yu, Wenqiong
    2011 AASRI CONFERENCE ON APPLIED INFORMATION TECHNOLOGY (AASRI-AIT 2011), VOL 1, 2011, : 72 - 77
  • [49] Image Steganalysis based on Pretrained Convolutional Neural Networks
    Ahmed, Ismail Taha
    Hammad, Baraa Tareq
    Jamil, Norziana
    2022 IEEE 18TH INTERNATIONAL COLLOQUIUM ON SIGNAL PROCESSING & APPLICATIONS (CSPA 2022), 2022, : 283 - 286
  • [50] Image Statistic Steganalysis Based on Js']Jsteg Steganograph
    Zhang, Li
    Geng, Guohua
    2014 2ND INTERNATIONAL CONFERENCE IN HUMANITIES, SOCIAL SCIENCES AND GLOBAL BUSINESS MANAGEMENT (ISSGBM 2014), VOL 30, 2014, 30 : 345 - 351
12345