消息
×
loading..
Destroy the Robust Commercial Watermark via Deep Convolutional Encoder-Decoder Network
2021-12-06
发表期刊SECURITY AND COMMUNICATION NETWORKS (IF:1.968[JCR-2021],2.079[5-Year])
ISSN1939-0114
EISSN1939-0122
卷号2021
发表状态已发表
DOI10.1155/2021/9119478
摘要

Nowadays, robust watermark is widely used to protect the copyright of multimedia. Robustness is the most important ability for watermark in application. Since the watermark attacking algorithm is a good way to promote the development of robust watermark, we proposed a new method focused on destroying the commercial watermark. At first, decorrelation and desynchronization are used as the preprocessing method. Considering that the train set of thousands of watermarked images is hard to get, we further use the Bernoulli sampling and dropout in network to achieve the training instance extension. The experiments show that the proposed network can effectively remove the commercial watermark. Meanwhile, the processed image can result in good quality that is almost as good as the original image. © 2021 Wei Jia et al.

关键词Convolution Watermarking Bernoulli Convolutional encoders De correlations Decorrelations Desynchronization Encoder-decoder Pre-processing method Robust watermarks Train sets Watermarked images
URL查看原文
收录类别SCI ; SCIE ; EI
语种英语
WOS研究方向Computer Science ; Telecommunications
WOS类目Computer Science, Information Systems ; Telecommunications
WOS记录号WOS:000815097700006
出版者Hindawi Limited
EI入藏号20220211432137
EI主题词Network coding
EI分类号716.1 Information Theory and Signal Processing ; 811.1.1 Papermaking Processes
原始文献类型Journal article (JA)
文献类型期刊论文
条目标识符https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/148766
专题信息科学与技术学院_本科生
通讯作者Zhu, Zhiying
作者单位
1.ShanghaiTech Univ, Sch Informat Sci & Technol, Shanghai 201210, Peoples R China
2.Fudan Univ, Sch Comp Sci, Shanghai 200433, Peoples R China
3.Shanghai Univ, Sch Commun & Informat Engn, Shanghai 200444, Peoples R China
第一作者单位信息科学与技术学院
第一作者的第一单位信息科学与技术学院
推荐引用方式
GB/T 7714
Jia, Wei,Zhu, Zhiying,Wang, Huaqi. Destroy the Robust Commercial Watermark via Deep Convolutional Encoder-Decoder Network[J]. SECURITY AND COMMUNICATION NETWORKS,2021,2021.
APA Jia, Wei,Zhu, Zhiying,&Wang, Huaqi.(2021).Destroy the Robust Commercial Watermark via Deep Convolutional Encoder-Decoder Network.SECURITY AND COMMUNICATION NETWORKS,2021.
MLA Jia, Wei,et al."Destroy the Robust Commercial Watermark via Deep Convolutional Encoder-Decoder Network".SECURITY AND COMMUNICATION NETWORKS 2021(2021).
条目包含的文件 下载所有文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
个性服务
查看访问统计
谷歌学术
谷歌学术中相似的文章
[Jia, Wei]的文章
[Zhu, Zhiying]的文章
[Wang, Huaqi]的文章
百度学术
百度学术中相似的文章
[Jia, Wei]的文章
[Zhu, Zhiying]的文章
[Wang, Huaqi]的文章
必应学术
必应学术中相似的文章
[Jia, Wei]的文章
[Zhu, Zhiying]的文章
[Wang, Huaqi]的文章
相关权益政策
暂无数据
收藏/分享
文件名: 10.1155@2021@9119478.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。