Survey on Reversible Watermarking Techniques of Echocardiography

In critical domains such as medical and military, reversible watermarking (RW) has been used. In the medical domain, different modalities are used to store patient information. The current study focuses on the application of RW in echocardiography data. Mostly, RW is applied to protect patient data...

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Bibliographic Details
Published in:Security and communication networks 2021, Vol.2021, p.1-19
Main Authors: Ghafoor, Rabiya, Saleem, Danish, Jamal, Sajjad Shaukat, Ishtiaq, M., Ejaz, Sadaf, Jamal Malik, Arif, Khan, M. Fahad
Format: Article
Language:English
Subjects:
Data integrity
Data processing
Digital watermarks
Digitization
Domains
Echocardiography
Histograms
Image quality
Information technology
Medical imaging
Medical records
Robustness
Watermarking
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Summary:In critical domains such as medical and military, reversible watermarking (RW) has been used. In the medical domain, different modalities are used to store patient information. The current study focuses on the application of RW in echocardiography data. Mostly, RW is applied to protect patient data without affecting the quality of the decoded image. The RW methods are benchmarked as per imperceptibility, robustness, and payload. The survey presents a comparison of state-of-the-art RW techniques. The imperceptibility and payload are balanced through a tradeoff. It has been observed in the literature that most of the RW methods lack robustness, and very small-scale robustness has been achieved in this domain of watermarking. Different types of RW, i.e., fragile, semifragile, and robust methods, are being compared and reviewed. Mostly, fragile methods are developed on the error-expansion techniques built on histogram shifting-based approach. In this study, several RW methods are compared and the results are presented.
ISSN:1939-0114
1939-0122
DOI:10.1155/2021/8820082