基于被动技术的数字图像复制-移动伪造定位研究进展

W. Tan, Wu Yunqing, Wu Peng, Chen Beijing
{"title":"基于被动技术的数字图像复制-移动伪造定位研究进展","authors":"W. Tan, Wu Yunqing, Wu Peng, Chen Beijing","doi":"10.32604/JNM.2019.06219","DOIUrl":null,"url":null,"abstract":"Digital images can be tampered easily with simple image editing software tools. Therefore, image forensic investigation on the authenticity of digital images’ content is increasingly important. Copy-move is one of the most common types of image forgeries. Thus, an overview of the traditional and the recent copy-move forgery localization methods using passive techniques is presented in this paper. These methods are classified into three types: block-based methods, keypoint-based methods, and deep learning-based methods. In addition, the strengths and weaknesses of these methods are compared and analyzed in robustness and computational cost. Finally, further research directions are discussed.","PeriodicalId":69198,"journal":{"name":"新媒体杂志(英文)","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"A Survey on Digital Image Copy-Move Forgery Localization Using Passive Techniques\",\"authors\":\"W. Tan, Wu Yunqing, Wu Peng, Chen Beijing\",\"doi\":\"10.32604/JNM.2019.06219\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Digital images can be tampered easily with simple image editing software tools. Therefore, image forensic investigation on the authenticity of digital images’ content is increasingly important. Copy-move is one of the most common types of image forgeries. Thus, an overview of the traditional and the recent copy-move forgery localization methods using passive techniques is presented in this paper. These methods are classified into three types: block-based methods, keypoint-based methods, and deep learning-based methods. In addition, the strengths and weaknesses of these methods are compared and analyzed in robustness and computational cost. Finally, further research directions are discussed.\",\"PeriodicalId\":69198,\"journal\":{\"name\":\"新媒体杂志(英文)\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"新媒体杂志(英文)\",\"FirstCategoryId\":\"1092\",\"ListUrlMain\":\"https://doi.org/10.32604/JNM.2019.06219\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"新媒体杂志(英文)","FirstCategoryId":"1092","ListUrlMain":"https://doi.org/10.32604/JNM.2019.06219","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

摘要

数字图像可以很容易地篡改简单的图像编辑软件工具。因此,对数字图像内容真实性的图像取证调查显得越来越重要。复制移动是最常见的图像伪造类型之一。因此,本文概述了传统的和最近使用被动技术的复制-移动伪造定位方法。这些方法分为三类:基于块的方法、基于关键点的方法和基于深度学习的方法。此外,还比较分析了这些方法在鲁棒性和计算成本方面的优缺点。最后,对今后的研究方向进行了展望。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Survey on Digital Image Copy-Move Forgery Localization Using Passive Techniques
Digital images can be tampered easily with simple image editing software tools. Therefore, image forensic investigation on the authenticity of digital images’ content is increasingly important. Copy-move is one of the most common types of image forgeries. Thus, an overview of the traditional and the recent copy-move forgery localization methods using passive techniques is presented in this paper. These methods are classified into three types: block-based methods, keypoint-based methods, and deep learning-based methods. In addition, the strengths and weaknesses of these methods are compared and analyzed in robustness and computational cost. Finally, further research directions are discussed.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信