International Journal For Multidisciplinary Research

E-ISSN: 2582-2160   •   Impact Factor: 9.24

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State-of-the-Art in Medical Image Watermarking: Current Innovations and Future Prospects

Author(s) Bhupendra Kumar Bhardwaj, Prof. (Dr.) Satya Singh, Jullius Kumar
Country India
Abstract Watermarking techniques present a valuable approach to securing these sensitive medical images, balancing imperceptibility, robustness, and capacity. It explores recent advancements in watermarking techniques applied to medical images, focusing on their practical applications and efficacy. The integration of advanced technologies such as machine learning, deep learning, biometrics, and blockchain has significantly bolstered the capabilities of protecting medical image data. The review examines various watermarking methods, including spatial and transform domain techniques, compression, encryption, and their combinations. Additionally, it underscores the diverse applications of medical imaging across different domains, recent innovations, and the role of image processing and analysis methods like segmentation, feature extraction, and computer-aided diagnosis. The transformative impact of machine learning and deep learning models in medical imaging is discussed, alongside the critical importance of security and privacy measures, encompassing encryption and blockchain solutions. This review aims to provide insights into the effectiveness of these techniques and their future potential in advancing medical imaging practices.
Keywords Data hiding, Medical image, Watermarking techniques, Attacks, Metrics
Field Computer
Published In Volume 7, Issue 1, January-February 2025
Published On 2025-01-04
Cite This State-of-the-Art in Medical Image Watermarking: Current Innovations and Future Prospects - Bhupendra Kumar Bhardwaj, Prof. (Dr.) Satya Singh, Jullius Kumar - IJFMR Volume 7, Issue 1, January-February 2025. DOI 10.36948/ijfmr.2025.v07i01.34523
DOI https://doi.org/10.36948/ijfmr.2025.v07i01.34523
Short DOI https://doi.org/g82hg6
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