Region-based hybrid medical image watermarking for secure telemedicine applications

被引:47
|
作者
Priyanka [1 ]
Maheshkar, Sushila [1 ]
机构
[1] Indian Sch Mines, Dept Comp Sci & Engn, Dhanbad, Jharkhand, India
关键词
Telemdicine; Medical image; Image watermarking; Data hiding; Integer wavelet transform (IWT); Singular value decomposition (SVD); Electronic patient record (EPR); MULTIPLE WATERMARKING; ROBUST; SCHEME; SYSTEM;
D O I
10.1007/s11042-016-3913-1
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper we propose a novel region based hybrid medical image watermarking (MIW) scheme to ensure authenticity, integrity and confidentiality of medical images. In this scheme a digital medical image is partitioned into region of interest (ROI) and the region of non interest (RONI). To detect and localize ROI tampering with high accuracy pixel wise positional and relational bits are calculated. Positional bit is calculated with respect to MSBs, row and column of the pixel. Relational bit shows the relation between MSBs. Two original LSBs of each ROI pixel are replace by their corresponding positional and relational bits. Original LSBs of ROI pixels are concatenated and embedded in RONI for ROI recovery in the case of tampering. Multiple watermarks i. e. electronic patient record (EPR), hospitals logo and LSBs of ROI are embedded simultaneously as a robust watermark in RONI using IWT-SVD hybrid transform. The proposed scheme is blind and free from false positive detection. Various experiments have been carried out on different medical imaging modalities to evaluate the performance of the proposed scheme in terms of imperceptibility, robustness, tamper detection, localization, recovery and computation time. ROI tampering is detected and recovered with high accuracy. Thus, the proposed scheme is effective in telemedicine applications.
引用
收藏
页码:3617 / 3647
页数:31
相关论文
共 50 条
  • [21] Multi-level security of medical images based on encryption and watermarking for telemedicine applications
    Thanki, Rohit
    Kothari, Ashish
    MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (03) : 4307 - 4325
  • [22] Medical image watermarking for secure e-healthcare applications
    Med Sayah Moad
    Mohamed Redouane Kafi
    Amine Khaldi
    Multimedia Tools and Applications, 2022, 81 : 44087 - 44107
  • [23] Secure Watermarking Scheme for Color DICOM Images in Telemedicine Applications
    Singh, Kamred Udham
    Abu-Hamatta, Hatem Salem
    Kumar, Abhishek
    Singhal, Achintya
    Rashid, Mamoon
    Bashir, A. K.
    CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 70 (02): : 2525 - 2542
  • [24] Secure Transmission of Medical Image for Telemedicine
    Yepdia, Lee Mariel Heucheun
    Tiedeu, Alain
    SENSING AND IMAGING, 2021, 22 (01):
  • [25] Secure Transmission of Medical Image for Telemedicine
    Lee Mariel Heucheun Yepdia
    Alain Tiedeu
    Sensing and Imaging, 2021, 22
  • [26] Multi-level security of medical images based on encryption and watermarking for telemedicine applications
    Rohit Thanki
    Ashish Kothari
    Multimedia Tools and Applications, 2021, 80 : 4307 - 4325
  • [27] Fingerprint-based robust medical image watermarking in hybrid transform
    Vaidya, S. Prasanth
    VISUAL COMPUTER, 2023, 39 (06) : 2245 - 2260
  • [28] Robust and Imperceptible Color Image Watermarking for Telemedicine Applications
    Upadhyay, Ashutosh
    Dave, Mayank
    2016 IEEE INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND AUTOMATION (ICCCA), 2016, : 1104 - 1109
  • [29] Region-Based Conditional Random Fields For Medical Image Labeling
    Yan Yang
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING AND INFORMATION TECHNOLOGY APPLICATIONS, 2015, 28 : 181 - 185
  • [30] An Adaptive Neuro-Fuzzy Based Region Selection and Authenticating Medical Image Through Watermarking for Secure Communication
    Balasamy, K.
    Krishnaraj, N.
    Vijayalakshmi, K.
    WIRELESS PERSONAL COMMUNICATIONS, 2022, 122 (03) : 2817 - 2837