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基于深度学习的图像信息隐藏方法综述

  • Ru Bo Zhang
  • , Shi Qi Chang
  • , Tian Yi Zhang*
  • *此作品的通讯作者

科研成果: 期刊稿件文献综述同行评审

摘要

Image information hiding technology can achieve the goals of confidential communication,copyright authentication and other information security protection behaviors during the transmission of pictures by hiding information covertly in images,which is one of the hotspots of current research in the field of information security. Firstly,we discuss the important and difficult problems of image information hiding methods based on deep learning. Secondly, we discuss the deep learning-based image steganography method from three perspectives: structural features, training features and application features. Then,we introduce the main datasets and evaluation criteria related to the domain and summarize the experimental performance. Next,this paper summarizes the applications of image information hiding techniques. Finally,we discuss the research directions of image information hiding techniques to provide insights and suggestions for the further developments in the field.

投稿的翻译标题Review on image information hiding methods based on deep learning
源语言繁体中文
页(从-至)1497-1515
页数19
期刊Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition)
55
5
DOI
出版状态已出版 - 5月 2025

关键词

  • deep learning
  • digital watermarking
  • image information hiding
  • information hiding
  • information processing technology
  • steganography

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