Hybrid Technique for Robust Image Watermarking Using Discrete Time Fourier Transform

被引:0
作者
Abodena, Omar [1 ]
Agoyi, Mary [2 ]
Celebi, Erbug [2 ]
机构
[1] Cyprus Int Univ, Inst Grad Studies & Res, Dept Management Informat Syst, Via Mersin 10, Lefkosa, Kktc, Turkey
[2] Cyprus Int Univ, Fac Engn, Dept Comp Engn, Via Mersin 10, Lefkosa, Kktc, Turkey
来源
2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) | 2017年
关键词
singular value decomposition; discrete wavelet transform; discrete time Fourier transform; WAVELET TRANSFORM;
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
The current paper proposes a novel scheme for nonblind watermarking of images, making use of discrete wavelet transform (DWT), discrete time Fourier transform (DTFT), as well as singular value decomposition, or SVD. During the process of embedding, 1-level DWT is used to decompose the host image into its various frequency sub-bands. After this, the high-frequency sub band receives an application of DTFT. This is followed then by SVD, after which the watermark becomes embedded into the nowtransformed host image's singular matrix. Then, the inverses of 1-level DWT, DTFT and SVD are applied in order to obtain a watermarked final image. This paper evaluates the performance of the proposed method of watermarking against a number of attacks, including sharpening, salt and pepper noise, AWGN, gamma correction, histogram equalisation, flipping and cropping. Results obtained during experiments have found that the scheme as proposed does provide high levels of robustness and imperceptibility against various signal processing attacks.
引用
收藏
页数:4
相关论文
共 17 条
[1]   A watermarking algorithm based on chirp z-transform, discrete wavelet transform, and singular value decomposition [J].
Agoyi, Mary ;
Celebi, Erbug ;
Anbarjafari, Gholamreza .
SIGNAL IMAGE AND VIDEO PROCESSING, 2015, 9 (03) :735-745
[2]  
Akter A., 2014, 3 INT C INF EL VIS M, P1
[3]  
[Anonymous], 1997, Signals and Systems
[4]   Robust discrete wavelet-fan beam transforms-based colour image watermarking [J].
Dejey, D. ;
Rajesh, R. S. .
IET IMAGE PROCESSING, 2011, 5 (04) :315-322
[5]   Robust blind image watermarking by modulating the mean of partly sign-altered DCT coefficients guided by human visual perception [J].
Hu, Hwai-Tsu ;
Chang, Jieh-Ren ;
Hsu, Ling-Yuan .
AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2016, 70 (10) :1374-1381
[6]   Improving SVD-based image watermarking via block-by-block optimization on singular values [J].
Huang, Huang-Nan ;
Chen, Der-Fa ;
Lin, Chiu-Chun ;
Chen, Shuo-Tsung ;
Hsu, Wei-Che .
EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, 2015,
[7]   Digital Image Watermarking Using Discrete Wavelet Transform and Singular Value Decomposition [J].
Lai, Chih-Chin ;
Tsai, Cheng-Chih .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2010, 59 (11) :3060-3063
[8]  
Lee BC, 2002, INT CONF ACOUST SPEE, P3245
[9]   Block-based discrete wavelet transform-singular value decomposition image watermarking scheme using human visual system characteristics [J].
Makbol, Nasrin M. ;
Khoo, Bee Ee ;
Rassem, Taha H. .
IET IMAGE PROCESSING, 2016, 10 (01) :34-52
[10]   Watermarking Techniques used in Medical Images: a Survey [J].
Mousavi, Seyed Mojtaba ;
Naghsh, Alireza ;
Abu-Bakar, S. A. R. .
JOURNAL OF DIGITAL IMAGING, 2014, 27 (06) :714-729