An IoT-Based Electronic Health Protection Mechanism With AMBTC Compressed Images | IEEE Journals & Magazine | IEEE Xplore

An IoT-Based Electronic Health Protection Mechanism With AMBTC Compressed Images


Abstract:

Since the COVID-19 outbreak, there has been a growing need for contactless healthcare to meet medical diagnosis demands. Electronic health systems using the Internet of T...Show More

Abstract:

Since the COVID-19 outbreak, there has been a growing need for contactless healthcare to meet medical diagnosis demands. Electronic health systems using the Internet of Things (IoT) are rapidly advancing, transmitting significant amounts of private medical data online. In telemedicine, where patients are diagnosed remotely, sensitive information, such as patient records, may be embedded into medical images for security purposes. Due to the large file sizes of medical images produced by equipment, compression is essential for fast transmission. To safeguard medical images in telemedicine and address bandwidth limitations, we utilize data hiding techniques and absolute moment block truncation coding (AMBTC) compression to introduce an IoT-driven electronic health protection mechanism. Our mechanism employs diverse methods to compress and embed data across various image blocks. Additionally, it offers a flexible adaptation to meet different application requirements concerning embedding capacity, visual quality, and file size by adjusting thresholds and variants. Compared to alternative methods, our approach delivers superior payload capacity and efficiency while preserving visual fidelity.
Published in: IEEE Internet of Things Journal ( Volume: 12, Issue: 3, 01 February 2025)
Page(s): 2430 - 2444
Date of Publication: 30 September 2024

ISSN Information:

Funding Agency:


Contact IEEE to Subscribe

References

References is not available for this document.