Detail publikace
Decomposition of a Bunch of Objects in Digital Images
ŠTARHA, P. DRUCKMÜLLEROVÁ, H.
Český název
Decomposition of a Bunch of Objects in Digital Images
Anglický název
Decomposition of a Bunch of Objects in Digital Images
Typ
článek v časopise ve Scopus, Jsc
Jazyk
en
Originální abstrakt
In object recognition methods, we often come across a task to identify objects that originated from several overlapping elementary objects. After image segmentation, this bunch of elementary objects is identified as one object, which has completely different geometrical properties from the elementary objects. The information about the number of objects, their size and shape is degraded. The paper considers a step towards solving this problem. It describes a mathematical method for decomposition of objects formed by slightly overlapping / touching objects in separate elementary objects. The method is based only on the geometrical properties of the object of interest and on the assumption of the shape of the elementary objects.
Český abstrakt
In object recognition methods, we often come across a task to identify objects that originated from several overlapping elementary objects. After image segmentation, this bunch of elementary objects is identified as one object, which has completely different geometrical properties from the elementary objects. The information about the number of objects, their size and shape is degraded. The paper considers a step towards solving this problem. It describes a mathematical method for decomposition of objects formed by slightly overlapping / touching objects in separate elementary objects. The method is based only on the geometrical properties of the object of interest and on the assumption of the shape of the elementary objects.
Anglický abstrakt
In object recognition methods, we often come across a task to identify objects that originated from several overlapping elementary objects. After image segmentation, this bunch of elementary objects is identified as one object, which has completely different geometrical properties from the elementary objects. The information about the number of objects, their size and shape is degraded. The paper considers a step towards solving this problem. It describes a mathematical method for decomposition of objects formed by slightly overlapping / touching objects in separate elementary objects. The method is based only on the geometrical properties of the object of interest and on the assumption of the shape of the elementary objects.
Klíčová slova česky
Segmentation, Geometric properties, Overlapping Objects, Recrystallization.
Klíčová slova anglicky
Segmentation, Geometric properties, Overlapping Objects, Recrystallization.
Rok RIV
2014
Vydáno
01.05.2014
Nakladatel
Springer International Publishing
ISSN
0302-9743
Ročník
2014(8466)
Číslo
5
Strany od–do
146–157
Počet stran
12
BIBTEX
@article{BUT107925,
author="Pavel {Štarha} and Hana {Druckmüllerová},
title="Decomposition of a Bunch of Objects in Digital Images",
year="2014",
volume="2014(8466)",
number="5",
month="May",
pages="146--157",
publisher="Springer International Publishing",
issn="0302-9743"
}