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ShanghaiTech University Knowledge Management System
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]) |
ISSN | 1939-0114 |
EISSN | 1939-0122 |
卷号 | 2021 |
发表状态 | 已发表 |
DOI | 10.1155/2021/9119478 |
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). |
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