Low Level Statistical Models for Initialization of Interactive 2D/3D Segmentation Algorithms

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F15%3A10319895" target="_blank" >RIV/00216208:11320/15:10319895 - isvavai.cz</a>
Result on the web
<a href="http://www.scitepress.org/DigitalLibrary/PublicationsDetail.aspx?ID=YSVLbc/7Q6Y=&t=1" target="_blank" >http://www.scitepress.org/DigitalLibrary/PublicationsDetail.aspx?ID=YSVLbc/7Q6Y=&t=1</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.5220/0005361506860692" target="_blank" >10.5220/0005361506860692</a>

Result language
angličtina
Original language name
Low Level Statistical Models for Initialization of Interactive 2D/3D Segmentation Algorithms
Original language description
In this paper we present two models which are suitable for interactive segmentation algorithms to decrease amount of user work. Models are used during initialization step and do not increase complexity of segmentation algorithms. Model describe spatial distribution of image values and classification as either foreground or background. Second part of the model is vector field which constrains direction of boundary normals. We show how to use these models in parametric snakes/surfaces framework and minimal graph-cut based segmentation.
Czech name
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Czech description
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Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 10th International Conference on Computer Vision Theory and Applications (VISIGRAPP 2015)
ISBN
978-989-758-089-5
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
686-692
Publisher name
SciTePress
Place of publication
Portugal
Event location
Berlín, Německo
Event date
Mar 11, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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