Fuzzy algorithm for segmentation of images in extraction of objects from MRI
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86096617" target="_blank" >RIV/61989100:27240/14:86096617 - isvavai.cz</a>
Result on the web
<a href="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6968264&tag=1" target="_blank" >http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6968264&tag=1</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/ICACCI.2014.6968264" target="_blank" >10.1109/ICACCI.2014.6968264</a>
Alternative languages
Result language
angličtina
Original language name
Fuzzy algorithm for segmentation of images in extraction of objects from MRI
Original language description
The paper discusses a suitable segmentation method for extraction of specific objects from Magnetic Resonance Imaging (MRI). A particular attention is paid to detection and extraction of articular tissues from knee images. This is a pressing issue for physicians because MRI reveals often damage to articular cartilage which is shown by a minor change in a brightness scale. The image segmentation can provide a detailed colour map which shows distribution of the tissue densities. This algorithm is based ondetection of local extremes in histogram and uses a membership function in order to allocate each image density into an output set. Each such set is given a colour from a predefined colour spectrum. This procedure can easily differentiate between the tissue structures based on the tissue densities.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JD - Use of computers, robotics and its application
OECD FORD branch
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Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2014 International conference on advances in computing, communications and informatics (ICACCI)
ISBN
978-1-4799-3080-7
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
1422-1427
Publisher name
IEEE
Place of publication
New York
Event location
New Delhi
Event date
Sep 24, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000358999700234