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Secure reversible image data hiding over encrypted domain via key modulation
Jiantao Zhou1; Weiwei Sun1; Li Dong1; Xianming Liu2; Oscar C. Au3; Yuan Yan Tang1
2015-03-25
Source PublicationIEEE Transactions on Circuits and Systems for Video Technology
ISSN1051-8215
Volume26Issue:3Pages:441-452
Abstract

This paper proposes a novel reversible image data hiding scheme over encrypted domain. Data embedding is achieved through a public key modulation mechanism, in which access to the secret encryption key is not needed. At the decoder side, a powerful two-class SVM classifier is designed to distinguish encrypted and nonencrypted image patches, allowing us to jointly decode the embedded message and the original image signal. Compared with the state-of-the-art methods, the proposed approach provides higher embedding capacity and is able to perfectly reconstruct the original image as well as the embedded message. Extensive experimental results are provided to validate the superior performance of our scheme.

KeywordFeature Extraction Reversible Image Data Hiding (Ridh) Signal Processing Over Encrypted Domain Svm
DOI10.1109/TCSVT.2015.2416591
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaEngineering
WOS SubjectEngineering, Electrical & Electronic
WOS IDWOS:000372547400002
Scopus ID2-s2.0-84964345269
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Cited Times [WOS]:116   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionFaculty of Science and Technology
Affiliation1.Department of Computer and Information Science, Faculty of Science and Technology, University of Macau, Macau 999078, China
2.School of Computer Science and Technology,Harbin Institute of Technology,Harbin,150001,China
3.Department of Electronics and Computer Engineering,Hong Kong University of Science and Technology,Hong Kong,Hong Kong
First Author AffilicationFaculty of Science and Technology
Recommended Citation
GB/T 7714
Jiantao Zhou,Weiwei Sun,Li Dong,et al. Secure reversible image data hiding over encrypted domain via key modulation[J]. IEEE Transactions on Circuits and Systems for Video Technology,2015,26(3):441-452.
APA Jiantao Zhou,Weiwei Sun,Li Dong,Xianming Liu,Oscar C. Au,&Yuan Yan Tang.(2015).Secure reversible image data hiding over encrypted domain via key modulation.IEEE Transactions on Circuits and Systems for Video Technology,26(3),441-452.
MLA Jiantao Zhou,et al."Secure reversible image data hiding over encrypted domain via key modulation".IEEE Transactions on Circuits and Systems for Video Technology 26.3(2015):441-452.
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