Generation of SVD Based Non-informative Unique ID for Authentication of MRI Images

Kód výsledku v 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>

Výsledek na webu

<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>

Jazyk výsledku

angličtina

Název v původním jazyce

Generation of SVD Based Non-informative Unique ID for Authentication of MRI Images

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

Generation of SVD Based Non-informative Unique ID for Authentication of MRI Images

Popis výsledku anglicky

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.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

20205 - Automation and control systems

Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2018

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

2018 41st International Conference on Telecommunications and Signal Processing (TSP)

ISBN

978-1-5386-4695-3

ISSN

—

e-ISSN

—

Počet stran výsledku

5

Strana od-do

232-236

Název nakladatele

2018 41st International Conference on Telecommunications and Signal Processing (TSP)

Místo vydání

Athens, Greece

Místo konání akce

Athens, Greece

Datum konání akce

4. 7. 2018

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000454845100054