Generation of SVD Based Non-informative Unique ID for Authentication of MRI Images
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F18%3APU129522" target="_blank" >RIV/00216305:26220/18:PU129522 - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/document/8441440" target="_blank" >https://ieeexplore.ieee.org/document/8441440</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/TSP.2018.8441440" target="_blank" >10.1109/TSP.2018.8441440</a>
Alternative languages
Result language
angličtina
Original language name
Generation of SVD Based Non-informative Unique ID for Authentication of MRI Images
Original language description
This paper puts forth a viable method to generate a non-informative unique ID to overcome the security problems of images in tele-medicine applications. Unlike the prevalent methods for image security like steganography, the proposed scheme does not tamper with the medical images and ensures no loss of medical information. The digital unique ID is obtained by strategically combination of local features extracted from MRI image in Singular Value Decomposition (SVD) domain and patient's information. For authentication of medical image, the patient's information can be recovered from generated unique ID without any loss only after access of the particular unique ID. The proposed method has been tested on the publicly accessible dataset of medical MRI images and promising results were observed for solving the security issues of medical MRI images. Therefore the proposed method can be implemented in the field of tele-medicine and can be applied in areas where accurate and loss-less verification is a must as this may have great relevance when human health is concerned.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
20205 - Automation and control systems
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2018 41st International Conference on Telecommunications and Signal Processing (TSP)
ISBN
978-1-5386-4695-3
ISSN
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e-ISSN
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Number of pages
5
Pages from-to
232-236
Publisher name
2018 41st International Conference on Telecommunications and Signal Processing (TSP)
Place of publication
Athens, Greece
Event location
Athens, Greece
Event date
Jul 4, 2018
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000454845100054