Image watermarking based on integer wavelet transform-singular value decomposition with variance pixels

With the era of rapid technology in multimedia, the copyright protection is very important to preserve an ownership of multimedia data. This paper proposes an image watermarking scheme based on Integer Wavelet Transform (IWT) and Singular Value Decomposition (SVD). The binary watermark is scrambled...

Full description

Bibliographic Details
Main Authors:	Ernawan, F., Ariatmanto, Dhani
Format:	Article
Language:	English
Published:	Institute of Advanced Engineering and Science (IAES) 2019
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://umpir.ump.edu.my/id/eprint/27606/ http://umpir.ump.edu.my/id/eprint/27606/ http://umpir.ump.edu.my/id/eprint/27606/ http://umpir.ump.edu.my/id/eprint/27606/7/Image%20watermarking%20based%20on%20integer%20wavelet.pdf

id	ump-27606
recordtype	eprints
spelling	ump-276062020-02-12T07:59:04Z http://umpir.ump.edu.my/id/eprint/27606/ Image watermarking based on integer wavelet transform-singular value decomposition with variance pixels Ernawan, F. Ariatmanto, Dhani QA75 Electronic computers. Computer science With the era of rapid technology in multimedia, the copyright protection is very important to preserve an ownership of multimedia data. This paper proposes an image watermarking scheme based on Integer Wavelet Transform (IWT) and Singular Value Decomposition (SVD). The binary watermark is scrambled by Arnold transform before embedding watermark. Embedding locations are determined by using variance pixels. Selected blocks with the lowest variance pixels are transformed by IWT, thus the LL sub-band of 8Ã�8 IWT is computed by using SVD. The orthogonal U matrix component of U3,1 and U4,1 are modified using certain rules by considering the watermark bits and an optimal threshold. This research reveals an optimal threshold value based on the trade-off between robustness and imperceptibility of watermarked image. In order to measure the watermarking performance, the proposed scheme is tested under various attacks. The experimental results indicate that our scheme achieves higher robustness than other scheme under different types of attack. Copyright Â© 2019 Institute of Advanced Engineering and Science. All rights reserved. Institute of Advanced Engineering and Science (IAES) 2019-06-01 Article PeerReviewed pdf en cc_by_nc_4 http://umpir.ump.edu.my/id/eprint/27606/7/Image%20watermarking%20based%20on%20integer%20wavelet.pdf Ernawan, F. and Ariatmanto, Dhani (2019) Image watermarking based on integer wavelet transform-singular value decomposition with variance pixels. International Journal of Electrical and Computer Engineering (IJECE), 9 (3). pp. 2185-2195. ISSN 2088-8708 http://doi.org/10.11591/ijece.v9i3.pp2185-2195 10.11591/ijece.v9i3.pp2185-2195
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA75 Electronic computers. Computer science
spellingShingle	QA75 Electronic computers. Computer science Ernawan, F. Ariatmanto, Dhani Image watermarking based on integer wavelet transform-singular value decomposition with variance pixels
description	With the era of rapid technology in multimedia, the copyright protection is very important to preserve an ownership of multimedia data. This paper proposes an image watermarking scheme based on Integer Wavelet Transform (IWT) and Singular Value Decomposition (SVD). The binary watermark is scrambled by Arnold transform before embedding watermark. Embedding locations are determined by using variance pixels. Selected blocks with the lowest variance pixels are transformed by IWT, thus the LL sub-band of 8Ã�8 IWT is computed by using SVD. The orthogonal U matrix component of U3,1 and U4,1 are modified using certain rules by considering the watermark bits and an optimal threshold. This research reveals an optimal threshold value based on the trade-off between robustness and imperceptibility of watermarked image. In order to measure the watermarking performance, the proposed scheme is tested under various attacks. The experimental results indicate that our scheme achieves higher robustness than other scheme under different types of attack. Copyright Â© 2019 Institute of Advanced Engineering and Science. All rights reserved.
format	Article
author	Ernawan, F. Ariatmanto, Dhani
author_facet	Ernawan, F. Ariatmanto, Dhani
author_sort	Ernawan, F.
title	Image watermarking based on integer wavelet transform-singular value decomposition with variance pixels
title_short	Image watermarking based on integer wavelet transform-singular value decomposition with variance pixels
title_full	Image watermarking based on integer wavelet transform-singular value decomposition with variance pixels
title_fullStr	Image watermarking based on integer wavelet transform-singular value decomposition with variance pixels
title_full_unstemmed	Image watermarking based on integer wavelet transform-singular value decomposition with variance pixels
title_sort	image watermarking based on integer wavelet transform-singular value decomposition with variance pixels
publisher	Institute of Advanced Engineering and Science (IAES)
publishDate	2019
url	http://umpir.ump.edu.my/id/eprint/27606/ http://umpir.ump.edu.my/id/eprint/27606/ http://umpir.ump.edu.my/id/eprint/27606/ http://umpir.ump.edu.my/id/eprint/27606/7/Image%20watermarking%20based%20on%20integer%20wavelet.pdf
first_indexed	2023-09-18T22:43:23Z
last_indexed	2023-09-18T22:43:23Z
_version_	1777417063595245568

Image watermarking based on integer wavelet transform-singular value decomposition with variance pixels

Similar Items