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KOZLOVÁ, D. JAKUBÍČEK, R.
Originální název
Segmentace medicínských obrazů s využitím grafové reprezentace
Anglický název
MEDICAL IMAGE SEGMENTATION BASED ON GRAPH CUT WITH SHAPE PRIOR
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
čeština
Originální abstrakt
This paper deals with a graph-based image segmentation and its improvement by using the information about the shape of the object for creating specific graph architecture (template). Improved method allows the cut to prefer more complicated structures, especially when the image contains a lot of noise and the object is hardly indistinguishable from the background. Algorithm was tested on simulated data and real CT and MRI images of vertebra and brain in 2D. Method was also extended to 3D further purposes.
Anglický abstrakt
This paper deals with a graph-based image segmentation and its improvement by using the information about the shape of the object for creating specific graph architecture (template). Improved method allows the cut that prefer more complicated structures, especially when the image contains a lot of noise and the object is hardly indistinguishable from the background. Algorithm was tested on simulated data and real CT and MRI images of vertebra and brain in 2D. The method was also extended it 3D further purposes.
Klíčová slova
Medical image segmentation, Graph theory, Graph cut, Template
Klíčová slova v angličtině
Autoři
KOZLOVÁ, D.; JAKUBÍČEK, R.
Vydáno
28. 4. 2016
Nakladatel
Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních
Místo
Brno
ISBN
978-80-214-5350-0
Kniha
Proceedings of the 21st Conference STUDENT EEICT 2015
Edice
1
Číslo edice
Strany od
50
Strany do
52
Strany počet
3
URL
http://www.feec.vutbr.cz/EEICT/2016/sbornik/EEICT-2016-sborn%C3%ADk-komplet.pdf
BibTex
@inproceedings{BUT125420, author="Dominika {Kozlová} and Roman {Jakubíček}", title="Segmentace medicínských obrazů s využitím grafové reprezentace", booktitle="Proceedings of the 21st Conference STUDENT EEICT 2015", year="2016", series="1", number="1", pages="50--52", publisher="Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních", address="Brno", isbn="978-80-214-5350-0", url="http://www.feec.vutbr.cz/EEICT/2016/sbornik/EEICT-2016-sborn%C3%ADk-komplet.pdf" }