Optimized DWT SVD Based Image Watermarking Scheme Using Particle Swarm Optimization

被引:3
|
作者
Bansal, Megha [1 ]
Mishra, Anurag [2 ]
Sharma, Arpita [2 ]
机构
[1] Univ Delhi, Dept Comp Sci, New Delhi, India
[2] Univ Delhi, Deen Dayal Upadhyaya Coll, New Delhi, India
关键词
Image watermarking; Transform domain; Discrete wavelet transform; Singular value decomposition; SCALE;
D O I
10.1007/978-3-030-58817-5_61
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The robust watermarking techniques have gained popularity over last decade as more and more digital contents are being shared over Internet. This increase in data transmission also poses greater risk of various attacks which hamper data authenticity, integrity and quality. Therefore, efficient mechanisms are required that can handle robust transmission of digital data while honoring the Digital Right Management (DRM) protection measures of copyrighted content. In this paper, we explore an optimized Particle Swarm Optimization (PSO) based watermarking scheme on digital images in the hybrid Discrete wavelet transform (DWT) and Singular value decomposition (SVD) transform. The watermark is embedded in the host images by using both single scaling and multiple scaling factors for optimizing the visual quality of the signed images viz-a-viz robustness. Eight gray-scale and six colored images are used to carry out the experiments. Comparison of the proposed watermarking scheme with other techniques ascertain the proposed scheme outperforms others and it also fulfills all requisite conditions to be a robust and optimized watermarking scheme.
引用
收藏
页码:862 / 877
页数:16
相关论文
共 50 条
  • [21] Design of Watermarking Scheme in Medical Image Authentication using DWT and SVD Technique
    Mashalkar, Shubhangi D.
    Shirgan, S. S.
    2017 INTERNATIONAL CONFERENCE ON COMPUTING METHODOLOGIES AND COMMUNICATION (ICCMC), 2017, : 955 - 960
  • [22] Image Watermarking Scheme Based on Arnold Transform and DWT-DCT-SVD
    Zhang, Zhi
    Wang, Chengyou
    Zhou, Xiao
    PROCEEDINGS OF 2016 IEEE 13TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP 2016), 2016, : 805 - 810
  • [23] Blind image watermarking scheme in DWT-SVD domain
    Kim, Kyung-Su
    Lee, Min-Jeong
    Lee, Heung-Kyu
    2007 THIRD INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING, VOL II, PROCEEDINGS, 2007, : 477 - 480
  • [24] A DWT-SVD based multiple watermarking scheme for image based data security
    Singh, Ranjeet Kumar
    Shaw, Dillip Kumar
    Jha, Sudhanshu Kumar
    Kumar, Manish
    JOURNAL OF INFORMATION & OPTIMIZATION SCIENCES, 2018, 39 (01):
  • [25] DWT-SVD based Dual Watermarking Scheme
    Bhatnagar, Gaurav
    Raman, Balasubramanian
    Swaminathan, K.
    2008 FIRST INTERNATIONAL CONFERENCE ON THE APPLICATIONS OF DIGITAL INFORMATION AND WEB TECHNOLOGIES, VOLS 1 AND 2, 2008, : 526 - +
  • [26] Multi-objective Particle Swarm Optimization Based Image Watermarking Scheme
    Fu, YongGang
    Wang, HuiRong
    Chen, Lizhen
    Jiang, Yunfei
    2017 INTERNATIONAL CONFERENCE ON ELECTRONIC INFORMATION TECHNOLOGY AND COMPUTER ENGINEERING (EITCE 2017), 2017, 128
  • [27] A Novel Multiple Objective Optimized Dual Watermarking Scheme Based On DWT-SVD Using Firefly Algorithm
    Sejpal, Shveti
    Shah, Nikesh
    2016 INTERNATIONAL CONFERENCE ON COMPUTING, ANALYTICS AND SECURITY TRENDS (CAST), 2016, : 46 - 51
  • [28] AN IMAGE WATERMARKING ALGORITHM BASED ON DWT DCT AND SVD
    Wang, Ben
    Ding, Jinkou
    Wen, Qiaoyan
    Liao, Xin
    Liu, Cuixiang
    2009 IEEE INTERNATIONAL CONFERENCE ON NETWORK INFRASTRUCTURE AND DIGITAL CONTENT, PROCEEDINGS, 2009, : 1034 - +
  • [29] A NOVEL IMAGE ZERO-WATERMARKING SCHEME BASED ON DWT-BN-SVD
    Rao, Y. Raghavender
    Nagabhooshanam, E.
    2014 INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND EMBEDDED SYSTEMS (ICICES), 2014,
  • [30] RST invariant image watermarking scheme based on DWT-SVD and logistic map
    Schema de filigranare a imaginii cu RST invariant bazat pe harta logisticǍ i pe DWT-SVD
    1600, Editura ELECTRA (61):