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A SVD Feature based Watermarking Algorithm for Gray-level Image Watermark

Wei Wang, Wenhui Li, Yongkui Liu, Borut Žalik
2014 Journal of Computers  
In this paper, a novel gray-level image watermarking algorithm based on Singular Value Decomposition (SVD) feature and neural network is presented for copyright protection.  ...  Then based on human visual system's characteristic, the SVV (Singular Value and Variance) method is adopted to analyze the host image and choose the regions suitable for watermark embedding.  ...  Singular Value Decomposition Singular Value Decomposition (SVD) is one of the most powerful numeric analysis techniques and its application in image compression and image watermarking field is also compelling  ... 
doi:10.4304/jcp.9.6.1497-1502 fatcat:2gwnhpiyyvdipc3pkev7bxzigq

Multimodal Biometric Watermarking Techniques: A Review
english

C.KARTHI KEYAN, D.SELVA MANI
2014 International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering  
A number of watermarking algorithms have been proposed, they have limited real-world applicability due to the balance between credit performance and security of the template.  ...  In this paper, a universal evaluation of the main literature related to the Bio watermarking is presented together with classification by using a variety of techniques.  ...  [5] A robust colour image watermarking with Singular Value Decomposition method, The performance of a watermarking method based on Singular Value Decomposition (SVD) has been enhanced for colour image  ... 
doi:10.15662/ijareeie.2014.0310046 fatcat:ohma3dusendjnmqgwh7ija2ppm

Hybridization of Discrete Wavelet and Singular Value Decomposition using Redundant Wavelet for Robust Video Watermarking

Sakshi Batra, Harpal Singh
2016 International Journal of Image Graphics and Signal Processing  
In this paper, hybridization Discrete Wavelet Transform (DWT) and Singular Value Decomposition (SVD) using redundant wavelet is proposed for robust digital video watermarking.  ...  Digital watermarking is one such innovation that has been produced to shield multimedia data from illegal manipulations.  ...  [7] proposed two video watermarking algorithms which are based on the algebraic transform of Singular Value Decomposition (SVD) and achieving fair level of imperceptibility but fail to achieve reasonable  ... 
doi:10.5815/ijigsp.2016.05.05 fatcat:pvrbvah5inekfgwseovly2opge

Robust and Blind Multiple Image Watermarking Using CNN and DWT in Video

Farha Khan, M. Sarwar Raeen
2020 SMART MOVES JOURNAL IJOSCIENCE  
In this paper, a robust multiple watermarking which combine Discrete Cosine Transform (DCT), Discrete Wavelet Transform (DWT)and Convolution Neural Network techniques on selected middle band of the video  ...  The proposed method embeds watermark by decomposing the host image. Convolution neural network calculates the weight factor for each wavelet coefficient.  ...  a robust block-based image watermarking scheme based on the singular value decomposition (SVD) and human visual system in the discrete wavelet transform (DWT) domain.  ... 
doi:10.24113/ijoscience.v6i3.275 fatcat:nkhxnwzfbjcllcwajwm3ezwn7u

Robust watermarking technique using back propagation neural network: a security protection mechanism for social applications

Aditi Zear, Amit Kumar Singh, Pardeep Kumar
2017 International Journal of Information and Computer Security  
In this paper, an algorithm for digital watermarking based on discrete wavelet transforms (DWTs) and singular value decomposition (SVD) has been proposed.  ...  In order to enhance the robustness performance of the image watermark, back propagation neural network (BPNN) is applied to the extracted watermark to reduce the effects of different noise applied on the  ...  Vafaei et al. (2013) proposed a blind watermarking method based on DWT and feed forward neural networks (FNN).  ... 
doi:10.1504/ijics.2017.082837 fatcat:d427hvq24za4rcl62o2cn7ugzq

A holographic image robust watermarking algorithm based on DWT-SIFT and neural network model

J P Pang, A L Wang, X F Zhu, L Guo, S K Li, K Xin, S X Fan, F P Liu
2019 IOP Conference Series: Materials Science and Engineering  
And neural network model is applied to digital watermarking technology. Firstly, the watermark image is transformed by Fresnel diffraction to generate hologram, which is divided into 16×16 blocks.  ...  , the random coordinates are taken as the input data of the neural network model, and the embedded position coordinates are taken as the output data of the neural network model.  ...  Acknowledgment The authors thank all the Editor and the anonymous referees for their constructive comments and valuable suggestions, which are helpful to improve the quality of this paper.  ... 
doi:10.1088/1757-899x/563/5/052088 fatcat:5yh5aag43bg4vozezb4b4gmdye

A new approach for digital image watermarking to predict optimal blocks using artificial neural networks

Raheleh KHORSAND MOVAGHAR, Hossein KHALEGHI BIZAKI
2017 Turkish Journal of Electrical Engineering and Computer Sciences  
In this paper, we propose a novel nonblind digital image watermarking based on discrete wavelet transform and singular value decomposition.  ...  Generally, selection is based on a prediction of the results with the objective of transparency and watermark resilience.  ...  Thus, massive research has been done on the watermarking method and schemes based on the HVS. Radouane et al.  ... 
doi:10.3906/elk-1507-232 fatcat:qnh5bo3yffgnbk6xyygh6f2vbu

Dwt - Svd Based Multiple Image Watermarking Processes On Cloud Computing

C. Ananth, M. Karthikeyan, N. Mohananthini
2018 Zenodo  
DWT - SVD based multiple watermarking for color images are proposed and has been implemented in cloud computing.  ...  The multiple watermarking is used to share the copyright of multiple users improves the robustness and high security. In the proposed work, multiple watermarks are embedded into the cover image.  ...  Their proposed multiple watermarking technique, use of Artificial Bee Colony Algorithm based on DWT-SVD and artificial neural network.  ... 
doi:10.5281/zenodo.1299961 fatcat:ymq4tsahtvhgrjrcxm57yzlj2q

An Artificial Intelligent Technique For Robust Digital Watermarking In Multiwavelet Domain

P. Kumsawat, K. Pasitwilitham, K. Attakitmongcol, A. Srikaew
2011 Zenodo  
In addition, we construct a prediction model based on image moments and back propagation neural network to correct an attacked image geometrically before the watermark extraction process begins.  ...  The embedding technique is based on the quantization index modulation technique and the watermark extraction process does not require the original image.  ...  ACKNOWLEDGMENT This work was supported by a grant from SUT Research and Development Fund, Suranaree University of Technology, Nakhon Ratchasima, Thailand.  ... 
doi:10.5281/zenodo.1329152 fatcat:sihqqez2jbhizcndkviqhiopgm

A Robust Technique For Digital Watermarking using 3-DWTSVD and Pattern Recognition Neural Network

Yamini Gupta, Nirupma Tiwari
2017 IOSR Journal of Computer Engineering  
Digital image watermarking (DIW) is the way which is resilient to many attacks on digital media based on image where data authentication is full by embedding a watermark in image characteristics.  ...  This work incorporates a novel method for DIW using three level discrete wavelet transform (3DWT)-Singular value decomposition (SVD) and PNN classifier with various attacks.  ...  matrices of an image and S i is singular matrix and i indicate a level of SVD 5) Perform SVD on the w_LH11coefficient of the watermark image. (2) Modify the singular value of S i by embedding the singular  ... 
doi:10.9790/0661-1903022329 fatcat:msbf6qbmonaf7ortwtday5mq7m

CNN approach for medical image authentication

B Madhu, Department of Computer science and Engineering, Dr. Ambedkar Institute of Technology, Outer ring road, Bengaluru, India
2021 Indian Journal of Science and Technology  
Objectives: To propose a Non-blind watermarking based on a Convolutional Neural Network (CNN).  ...  The neural network is used to determine the relationship between host and watermarked image to extract the watermark.  ...  ., DNB, and FRCR, Consultant Radiologist at Padmashree Advanced Imaging Services, Bangalore, India, for providing CT and MRI Medical images and a logo for the implementation purpose.  ... 
doi:10.17485/ijst/v14i4.1963 fatcat:bjx5ddf34jeula462i7e53yfly

Robust Image Watermarking in Wavelet Domain using GBT-DWT-SVD and Whale Optimization Algorithm [article]

Shiva Sattarpoor, Hamid Barati
2021 arXiv   pre-print
The proposed method is based on Graph-based Transform (GBT), Singular Value Decomposition (SVD), and Discrete Wavelet Transform (DWT) which uses a Whale Optimization Algorithm (WOA) to find the best value  ...  The image is first transformed to a transform domain using the DWT and GBT, and then the watermark logo embedded onto the singular values of the cover image.  ...  Conclusion In this paper, we proposed a new image watermarking method based on discrete wavelet transform, graph-based transform, and singular value decomposition.  ... 
arXiv:2104.05023v2 fatcat:xwq2srgmonf5fet37cu3bmrxpi

DWT - SVD BASED MULTIPLE IMAGE WATERMARKING PROCESSES ON CLOUD COMPUTING

C. Ananth, M. Karthikeyan, N. Mohananthini
2018 International journal of research - granthaalayah  
DWT - SVD based multiple watermarking for color images are proposed and has been implemented in cloud computing.  ...  The multiple watermarking is used to share the copyright of multiple users improves the robustness and high security. In the proposed work, multiple watermarks are embedded into the cover image.  ...  Their proposed multiple watermarking technique, use of Artificial Bee Colony Algorithm based on DWT-SVD and artificial neural network.  ... 
doi:10.29121/granthaalayah.v6.i6.2018.1339 fatcat:6nxo3wwqy5fexgvynd2tvmha3q

Guest editorial: bio-inspired information hiding

Jeng-Shyang Pan, Ajith Abraham
2008 Soft Computing - A Fusion of Foundations, Methodologies and Applications  
The sixth paper, "A Fast SVD Based Video Watermarking Algorithm Compatible with MPEG2 Standard," by Wu et al., employs the watermarking methods to video contents based on singular value decomposition (  ...  The fourth paper, "A New Watermarking Approach Based on Probabilistic Neural Network in Wavelet Domain," by Wen et al., proposes a novel scheme of image watermarking based on the combination of dual-tree  ... 
doi:10.1007/s00500-008-0325-9 fatcat:3zkpcexdrrgp5omdzz3fddisdi

An Enhanced Digital Image Watermarking Scheme for Medical Images using Neural Network, DWT and RSA

Sujata Nagpal, Shashi Bhushan, Manish Mahajan
2016 International Journal of Modern Education and Computer Science  
Discreet Wavelet Transform (DWT), Neural Network (NN) and RSA encryption for image watermarking.  ...  Image watermarking is the process of the hiding the one image into other image for the copyright protection.  ...  ACKNOWLEDGMENT The authors wish thanks to all research experts of the Information Technology Department of CEC and Computer Science Department of CGC, Landran, Mohali, Punjab, India.  ... 
doi:10.5815/ijmecs.2016.04.06 fatcat:aqtyuiwrfrf23auromsr5sqgya
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