A robust zero-watermarking algorithm for lossless copyright protection of medical images

被引:30
|
作者
Xia, Zhiqiu [1 ,2 ]
Wang, Xingyuan [1 ,2 ]
Wang, Chunpeng [2 ]
Wang, Changxu [3 ]
Ma, Bin [2 ]
Li, Qi [1 ,2 ]
Wang, Mingxu [4 ]
Zhao, Tingting [5 ]
机构
[1] Dalian Maritime Univ, Sch Informat Sci & Technol, Dalian 116026, Peoples R China
[2] Qilu Univ Technol, Shandong Acad Sci, Sch Cyber Secur, Jinan 250353, Peoples R China
[3] Asia Pacific Univ Technol & Innovat, Sch Comp & Technol, Kuala Lumpur 50588, Malaysia
[4] Dalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian 116023, Peoples R China
[5] Shenyang Inst Engn, Coll Informat, Shenyang 110136, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
fractional-order radial harmonic Fourier moments (FoRHFMs); Zero-watermarking; Geometric attacks; Lossless copyright protection; Image reconstruction; HARMONIC FOURIER MOMENTS; TRANSFORM; SCHEME; DCT;
D O I
10.1007/s10489-021-02476-2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The continuous orthogonal moments of images have become a main tool used in zero-watermarking algorithms in recent years. However, there is a problem that should not be neglected for existing zero-watermarking algorithms, which is known as numerical instability. Because the continuous orthogonal moments used in existing zero-watermarking algorithms are integer-order moments, this problem affects the computational accuracy of such moments and thus affects the performance of zero-watermarking algorithms. Therefore, in this paper, the integer-order radial harmonic Fourier moments (IoRHFMs) are firstly extended to fractional-order radial harmonic Fourier moments (FoRHFMs) to effectively mitigate the problem of numerical instability and improve the computational accuracy of IoRHFMs, and then a FoRHFM-based zero-watermarking algorithm for medical images is proposed to achieve lossless copyright protection of medical images. The experimental results show that this algorithm is highly robust to geometric attacks and common attacks, and is superior to IoRHFM-based and other zero-watermarking algorithms.
引用
收藏
页码:607 / 621
页数:15
相关论文
共 50 条
  • [41] A novel zero-watermarking algorithm based on multi-feature and DNA encryption for medical images
    Shi, Hui
    Zhou, Shouquan
    Chen, Meihan
    Li, Mingchu
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (23) : 36507 - 36552
  • [42] A zero-watermarking technique based on i-vector model for audio copyright protection
    Xu, Longting
    He, Mingrui
    Guo, Xing
    [J]. ELECTRONICS LETTERS, 2023, 59 (19)
  • [43] Multiple-feature-based zero-watermarking for robust and discriminative copyright protection of DIBR 3D videos
    Liu, Xiyao
    Zhang, Yayun
    Wang, Jiayu
    Sun, Yuying
    Zhang, Wei
    Zhou, Di
    Schaefer, Gerald
    Fang, Hui
    [J]. INFORMATION SCIENCES, 2022, 604 : 97 - 114
  • [44] Chaos-based robust method of zero-watermarking for medical signals
    Ali, Zulfiqar
    Imran, Muhammad
    Alsulaiman, Mansour
    Shoaib, Muhammad
    Ullah, Sana
    [J]. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2018, 88 : 400 - 412
  • [45] A Novel Robust Zero-Watermarking Algorithm for Audio Based on Sparse Representation
    Longting Xu
    Daiyu Huang
    Xing Guo
    Wei Rao
    Yunyun Ji
    Ruoyi Li
    Xiaochen Lu
    [J]. China Communications, 2021, 18 (08) : 237 - 248
  • [46] Robust zero-watermarking scheme using DT CWT and improved differential entropy for color medical images
    Wu, Deyang
    Li, Li
    Wang, Jiayan
    Ma, Penghui
    Wang, Zichi
    Wu, Hanzhou
    [J]. JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2023, 35 (08)
  • [47] A Novel Robust Zero-Watermarking Algorithm for Audio Based on Sparse Representation
    Xu, Longting
    Huang, Daiyu
    Guo, Xing
    Rao, Wei
    Ji, Yunyun
    Li, Ruoyi
    Lu, Xiaochen
    [J]. CHINA COMMUNICATIONS, 2021, 18 (08) : 237 - 248
  • [48] Near-lossless digital watermarking for copyright protection of remote sensing images
    Barni, M
    Bartolini, F
    Cappellini, V
    Magli, E
    Olmo, G
    [J]. IGARSS 2002: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM AND 24TH CANADIAN SYMPOSIUM ON REMOTE SENSING, VOLS I-VI, PROCEEDINGS: REMOTE SENSING: INTEGRATING OUR VIEW OF THE PLANET, 2002, : 1447 - 1449
  • [49] Zero-watermarking Algorithm for Medical Volume Data Based on Difference Hashing
    Han, Baoru
    Li, Jingbing
    Li, Yujia
    [J]. INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2015, 10 (02) : 188 - 199
  • [50] RETRACTED: Robust and Secure Zero-Watermarking Algorithm for Medical Images Based on Harris-SURF-DCT and Chaotic Map (Retracted Article)
    Gong, Cheng
    Li, Jingbing
    Bhatti, Uzair Aslam
    Gong, Ming
    Ma, Jixin
    Huang, Mengxing
    [J]. SECURITY AND COMMUNICATION NETWORKS, 2021, 2021