Back to Search Start Over

A screen-shooting resilient data-hiding algorithm based on two-level singular value decomposition.

Authors :
Ma, Bin
Du, Kaixin
Xu, Jian
Wang, Chunpeng
Li, Jian
Zhou, Linna
Source :
Journal of Information Security & Applications. Nov2023, Vol. 78, pN.PAG-N.PAG. 1p.
Publication Year :
2023

Abstract

This paper presents a screen-shooting resilient data-hiding scheme for JPEG images based on a two-level Singular Value Decomposition (SVD). The mid-to-high frequency coefficients are chosen to balance the data-embedding robustness and the image's visual quality. At the same time, the two-level singular value decomposition (SVD) is additionally utilized to construct the feature matrices, thereby enhancing the robustness of the embedded message. The combination of DCT and two-level SVD enables achieving a high-performance screen-shooting resilient data-hiding algorithm. Moreover, the affine transformation is employed to rectify the distortion that caused by screen-shooting, thus further improving the data extraction accuracy. Experimental results demonstrate a minimum 3 % improvement in confidential information extraction accuracy, with the data extraction rate exceeding 92 % across screen-shooting angles ranging from −40 to 40°. The performance of the proposed algorithm outperforms other state-of-the-art schemes apparently. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
22142126
Volume :
78
Database :
Academic Search Index
Journal :
Journal of Information Security & Applications
Publication Type :
Academic Journal
Accession number :
173156314
Full Text :
https://doi.org/10.1016/j.jisa.2023.103605