Publication detail
Decomposition of a Bunch of Objects in Digital Images
ŠTARHA, P. DRUCKMÜLLEROVÁ, H.
Czech title
Decomposition of a Bunch of Objects in Digital Images
English title
Decomposition of a Bunch of Objects in Digital Images
Type
journal article in Scopus
Language
en
Original abstract
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.
Czech abstract
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.
English abstract
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.
Keywords in Czech
Segmentation, Geometric properties, Overlapping Objects, Recrystallization.
Keywords in English
Segmentation, Geometric properties, Overlapping Objects, Recrystallization.
RIV year
2014
Released
01.05.2014
Publisher
Springer International Publishing
ISSN
0302-9743
Volume
2014(8466)
Number
5
Pages from–to
146–157
Pages count
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"
}