Robust Image Watermarking in Spatial Domain Utilizing Features Equivalent to SVD Transform

被引:3
|
作者
Ali, Musrrat [1 ]
机构
[1] King Faisal Univ, Dept Basic Sci, PYD, Al Hasa 31982, Saudi Arabia
来源
APPLIED SCIENCES-BASEL | 2023年 / 13卷 / 10期
关键词
singular value decomposition; image watermarking; invariant singular value; quantization; matrix; 2-norm; SCHEMES; DECOMPOSITION;
D O I
10.3390/app13106105
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
In recent years, digital image watermarking has gained a significant amount of popularity and developed into a crucial and essential tool for copyright protection, security, and the identification of multimedia content. Despite its high computational complexity, singular value decomposition (SVD) is an extensively utilized transformation in digital image watermarking. This research presents a robust and blind image watermarking scheme that directly alters the image pixels in the spatial domain to incorporate the watermark by quantizing the block-wise invariant maximum singular value. Using a distribution rule, pixels from the cover image are redistributed to obtain a new image that is divided into square and non-overlapping blocks to obtain invariant maximum singular values by using the matrix 2-norm in the spatial domain without performing an SVD transform. This modifies the pixels of the cover image such that the outcome is equivalent to the difference between the maximum singular values of the corresponding blocks in covers and watermarked images. The strengths of the proposed approach are highlighted by a comparison of experimental results with the most recent and comparable watermarking approaches.
引用
收藏
页数:20
相关论文
共 50 条
  • [21] Chaos Based Spatial Domain Robust Image Watermarking Scheme
    Khan, Muhammad Asif
    Khan, Umar
    Ali, Asim
    2018 4TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCES (ICCOINS), 2018,
  • [22] A New Robust Watermarking Scheme for Color Image in Spatial Domain
    Nasir, Ibrahim
    Weng, Ying
    Jiang, Jianmin
    SITIS 2007: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON SIGNAL IMAGE TECHNOLOGIES & INTERNET BASED SYSTEMS, 2008, : 942 - 947
  • [23] A robust and secure watermarking algorithm based on DWT and SVD in the fractional order fourier transform domain
    Tang, Ming
    Zhou, Fuken
    ARRAY, 2022, 15
  • [24] Robust Dual Domain Twofold Encrypted Image-in-Audio Watermarking Based on SVD
    Md. Shohidul Islam
    Nuzhat Naqvi
    Aliya Tabassum Abbasi
    Md. Imran Hossain
    Rizwan Ullah
    Rashid Khan
    M. Shujah Islam
    Zhongfu Ye
    Circuits, Systems, and Signal Processing, 2021, 40 : 4651 - 4685
  • [25] A robust blind color image watermarking in quaternion Fourier transform domain
    Wang Xiang-yang
    Wang Chun-peng
    Yang Hong-ying
    Niu Pan-pan
    JOURNAL OF SYSTEMS AND SOFTWARE, 2013, 86 (02) : 255 - 277
  • [26] Hybrid Technique for Robust and Imperceptible Image Watermarking in DWT-DCT-SVD Domain
    Singh, Amit Kumar
    Dave, Mayank
    Mohan, Anand
    NATIONAL ACADEMY SCIENCE LETTERS-INDIA, 2014, 37 (04): : 351 - 358
  • [27] Transform Domain and Singular Value Decomposition for Robust and Imperceptible Image Watermarking
    Aufa, Muhammad Fikri
    Novamizanti, Ledya
    Purnamasari, Rita
    2022 2ND INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA), 2022, : 65 - 70
  • [28] A NEW BLIND ROBUST IMAGE WATERMARKING SCHEME IN SVD-DCT COMPOSITE DOMAIN
    Li, Zhen
    Yap, Kim-Hui
    Lei, Bai-Ying
    2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2011,
  • [29] A robust blind color image watermarking based on Fourier transform domain
    Fares, Kahlessenane
    Amine, Khaldi
    Salah, Euschi
    OPTIK, 2020, 208
  • [30] Robust Dual Domain Twofold Encrypted Image-in-Audio Watermarking Based on SVD
    Islam, Md. Shohidul
    Naqvi, Nuzhat
    Abbasi, Aliya Tabassum
    Hossain, Md. Imran
    Ullah, Rizwan
    Khan, Rashid
    Islam, M. Shujah
    Ye, Zhongfu
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2021, 40 (09) : 4651 - 4685