Robust and secure watermarking method through BEMD, SVD and Arnold transform in wavelet domain

被引:2
|
作者
Singh, Laxmanika [1 ]
Singh, Pradeep Kumar [2 ]
Sidhu, Jagpreet [1 ]
机构
[1] Jaypee Univ Informat Technol, Dept Comp Sci & Engn, Solan, HP, India
[2] Delhi NCR, Dept Comp Sci, KIET Grp Inst, Ghaziabad, UP, India
关键词
Image watermarking; DWT; Arnold transform; Encryption; BEMD; Watermarking; DWT;
D O I
10.1007/s13198-022-01732-z
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, an enhanced watermarking technique through discrete wavelet transform (DWT), singular value decomposition (SVD) and Bi- dimensional empirical mode decomposition (BEMD) is presented. During the embedding process, the first level of DWT has applied to decompose an original image into distinct sub-bands (LL, LH, HH, HL). Further, BEMD decomposition is applied to divide sub-bands of DWT according to the robust and least fragile bands. SVD is employed to compute the singular coefficient on a certain band for an embedding process. The proposed technique is implemented with haar wavelet. Further, an inverse process of IDWT, ISVD and IBEMD is applied to this method to get the watermarked image. Moreover, watermark images can be extracted by the extraction process. BEMD is used to get the multiple range representation in the form IMFs. Also, it is used to improve the visual quality of an image. Moreover, the fusion of SVD, DWT and arnold transform is employed to increase the security, robustness and imperceptibility of an image against various attack. Finally, the subjective measure is used to assess the visual quality of the watermarked image. The proposed method provides better imperceptibility, security and robustness against numerous geometrical and non- geometrical attacks such as salt & pepper, Gaussian attack, JPEG compression, median filter, shearing.
引用
收藏
页码:1361 / 1373
页数:13
相关论文
共 50 条
  • [41] A Robust Image Watermarking Method in Wavelet Domain Using Genetic Algorithm
    Amiri, S. Hamid
    Jamzad, Mansour
    2009 INTERNATIONAL CONFERENCE ON AVAILABILITY, RELIABILITY, AND SECURITY (ARES), VOLS 1 AND 2, 2009, : 612 - 617
  • [42] Robust Image Watermarking Method in Wavelet Domain Based on SIFT Features
    Ahmad, Raza Muhammad
    Yao, Xiaoming
    Nawaz, Saqib Ali
    Bhatti, Uzair Aslam
    Mehmood, Anum
    Bhatti, Mughair Aslam
    Shaukat, Mohammad Usman
    AIPR 2020: 2020 3RD INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND PATTERN RECOGNITION, 2020, : 180 - 185
  • [43] Spectral Graph Wavelet Based Image Steganography Using SVD and Arnold Transform
    Chaudhary, Shikha
    Hiranwal, Saroj
    Gupta, Chandra Prakash
    TRAITEMENT DU SIGNAL, 2021, 38 (04) : 1113 - 1121
  • [44] Robust and Secure Watermarking for Propagation of Digital Multimedia by Paillier Homomorphic Cryptosystem With Arnold Transformation
    Agarwal, Namita
    Singh, Pradeep Kumar
    INTERNATIONAL JOURNAL OF E-HEALTH AND MEDICAL COMMUNICATIONS, 2021, 12 (04) : 17 - 31
  • [45] Optimised robust watermarking technique using CKGSA in DCT-SVD domain
    Singh, Roop
    Ashok, Alaknanda
    Saraswat, Mukesh
    IET IMAGE PROCESSING, 2020, 14 (10) : 2052 - 2063
  • [46] Robust gray-scale logo watermarking in wavelet domain
    Bhatnagar, Gaurav
    Wu, Q. M. Jonathan
    Raman, Balasubramanian
    COMPUTERS & ELECTRICAL ENGINEERING, 2012, 38 (05) : 1164 - 1176
  • [47] Wavelet transform modulus maxima-based robust logo watermarking
    Barr, Mohammad
    Serdean, Cristian
    IET IMAGE PROCESSING, 2020, 14 (04) : 697 - 708
  • [48] A Robust Image Watermarking Through Bi-empirical Mode Decomposition and Discrete Wavelet Domain
    Laxmanika
    Singh, Amit Kumar
    Singh, Pradeep Kumar
    PROCEEDINGS OF ICETIT 2019: EMERGING TRENDS IN INFORMATION TECHNOLOGY, 2020, 605 : 1041 - 1054
  • [49] Robust watermarking algorithm using wavelet transform and HVS
    Wang, Zhenfei
    Shi, Baochang
    Wang, Nengchao
    Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition), 2007, 35 (01): : 26 - 28
  • [50] A Robust Image Watermarking in Contourlet Transform Domain
    Sharma, Rajat
    Gupta, Abhishek Kumar
    Singh, Deepak
    Verma, Vivek Singh
    Bhardwaj, Anuj
    ADVANCEMENT IN MATHEMATICAL SCIENCES, 2017, 1897