An Image Watermarking Algorithm for Medical Computerized Tomography Images

被引:0
|
作者
Movahed, Reza Akbari [1 ]
Rezaeian, Mohammad Reza [2 ]
Ghasemi, Shirin [2 ]
机构
[1] Tarbiat Modares Univ TMU, Dept Elect & Comp Engn, Tehran, Iran
[2] Hamedan Univ Technol HUT, Dept Biomed Engn, Hamadan, Hamadan, Iran
来源
2019 5TH IRANIAN CONFERENCE ON SIGNAL PROCESSING AND INTELLIGENT SYSTEMS (ICSPIS 2019) | 2019年
关键词
Image watermarking; Computerized tomography; Discrete wavelet transform; Singular value decomposition; Medical image security; SCHEME; DWT; AUTHENTICATION; TRANSFORM; ROBUST;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The increasing number of medical images and the need to share them among different treatment clinical centers lead to the widespread importance of medical image watermarking. However, it should maintain the quality of the image and extract the patient information from the encoded image properly. In this paper, an image watermarking algorithm for medical computerized tomography (CT) images is proposed, which consists of a combination of discrete wavelet transform (DWT) and singular value decomposition (SVD) methods. The proposed scheme is validated using CT images from different human organs that are collected from a clinical imaging center. To evaluate the invisibility of the watermarked image, the mean square error (MSE), peak signal-to-noise ratio (PSNR), and structural similarity index (SSIM) metrics are computed. Also, the correlation coefficient (CRC) and the similarity measure (SIM) are utilized to assess the robustness of the proposed method for the extraction of the patient information from the watermarked image. The experimental results show that the proposed approach can achieve acceptable performance for encoding and decoding watermarking CT medical images.
引用
收藏
页数:5
相关论文
共 50 条
  • [21] Secure and Robust Fragile Watermarking Scheme for Medical Images
    Shehab, Abdulaziz
    Elhoseny, Mohamed
    Muhammad, Khan
    Sangaiah, Arun Kumar
    Yang, Po
    Huang, Haojun
    Hou, Guolin
    IEEE ACCESS, 2018, 6 : 10269 - 10278
  • [22] A robust zero-watermarking algorithm for lossless copyright protection of medical images
    Xia, Zhiqiu
    Wang, Xingyuan
    Wang, Chunpeng
    Wang, Changxu
    Ma, Bin
    Li, Qi
    Wang, Mingxu
    Zhao, Tingting
    APPLIED INTELLIGENCE, 2022, 52 (01) : 607 - 621
  • [23] Optimised blind image watermarking method based on firefly algorithm in DWT-QR transform domain
    Guo, Yong
    Li, Bing-Zhao
    Goel, Navdeep
    IET IMAGE PROCESSING, 2017, 11 (06) : 406 - 415
  • [24] Hybrid semi-blind image watermarking in redundant wavelet domain
    Singh, Siddharth
    Rathore, Vivek Singh
    Singh, Rajiv
    Singh, Manoj Kumar
    MULTIMEDIA TOOLS AND APPLICATIONS, 2017, 76 (18) : 19113 - 19137
  • [25] A dual transform audio watermarking algorithm
    Al-Haj, Ali
    MULTIMEDIA TOOLS AND APPLICATIONS, 2014, 73 (03) : 1897 - 1912
  • [26] A Secured and Robust Medical Image Watermarking Approach for Protecting Integrity of Medical Images
    Khare, Priyank
    Srivastava, Vinay Kumar
    TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, 2021, 32 (02):
  • [27] A novel robust zero-watermarking algorithm for medical images
    Kun Hu
    Xiaochao Wang
    Jianping Hu
    Hongfei Wang
    Hong Qin
    The Visual Computer, 2021, 37 : 2841 - 2853
  • [28] Multipurpose medical image watermarking for effective security solutions
    Sinhal, Rishi
    Sharma, Sachin
    Ansari, Irshad Ahmad
    Bajaj, Varun
    MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 81 (10) : 14045 - 14063
  • [29] An enhanced hybrid image watermarking scheme for security of medical and non-medical images based on DWT and 2-D SVD
    Araghi, Tanya Koohpayeh
    Abd Manaf, Azizah
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 101 : 1223 - 1246
  • [30] An Improved Medical Image Watermarking Technique Based on Weber's Law Descriptors
    Reddy, K. V. S. V. Trinadh
    Reddy, S. Narayana
    TRAITEMENT DU SIGNAL, 2021, 38 (06) : 1637 - 1646