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
  • [21] A review on deep learning based image steganalysis
    Tang, Yong-he
    Jiang, Lie-hui
    He, Hong-qi
    Dong, Wei-yu
    PROCEEDINGS OF 2018 IEEE 3RD ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC 2018), 2018, : 1764 - 1770
  • [22] Stereoscopic Omnidirectional Image Quality Assessment Based on Predictive Coding Theory
    Chen, Zhibo
    Xu, Jiahua
    Lin, Chaoyi
    Zhou, Wei
    IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2020, 14 (01) : 103 - 117
  • [23] Hierarchical Predictive Coding-Based JND Estimation for Image Compression
    Wang, Hongkui
    Yu, Li
    Liang, Junhui
    Yin, Haibing
    Li, Tiansong
    Wang, Shengwei
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 30 : 487 - 500
  • [24] Pel adaptive predictive coding based on image segmentation for lossless compression
    Nakachi, T
    Fujii, T
    Suzuki, J
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 1999, E82A (06) : 1037 - 1046
  • [25] Intra-Predictive Transforms for Block-Based Image Coding
    Xu, Jizheng
    Wu, Feng
    Zhang, Wenjun
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2009, 57 (08) : 3030 - 3040
  • [26] Pel adaptive predictive coding based on image segmentation for lossless compression
    NTT Network Innovation Lab, Yokosuka-shi, Japan
    IEICE Trans Fund Electron Commun Comput Sci, 6 (1037-1046):
  • [27] A new subsampling-based predictive vector quantization for image coding
    Zhu, C
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 2002, 17 (06) : 477 - 484
  • [28] Image steganalysis algorithm based on feature ranking
    Zhang Xing-chun
    Sun Shou-jian
    CHINESE JOURNAL OF LIQUID CRYSTALS AND DISPLAYS, 2018, 33 (06) : 490 - 496
  • [29] A new method of steganalysis based on image entropy
    Qiao, Xiaoyan
    Ji, Guangrong
    Zheng, Haiyong
    ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS: WITH ASPECTS OF CONTEMPORARY INTELLIGENT COMPUTING TECHNIQUES, 2007, 2 : 810 - +
  • [30] UNIVERSAL IMAGE STEGANALYSIS BASED ON GARCH MODEL
    Akhavan, Saeed
    Akhaee, Mohammad Ali
    Sarreshtedari, Saeed
    2014 PROCEEDINGS OF THE 22ND EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2014, : 2430 - 2434
12345