Detail publikačního výsledku

Decomposition of a Bunch of Objects in Digital Images

ŠTARHA, P.; DRUCKMÜLLEROVÁ, H.

Originální název

Decomposition of a Bunch of Objects in Digital Images

Anglický název

Decomposition of a Bunch of Objects in Digital Images

Druh

Článek Scopus

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.

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

Segmentation, Geometric properties, Overlapping Objects, Recrystallization.

Klíčová slova v angličtině

Segmentation, Geometric properties, Overlapping Objects, Recrystallization.

Autoři

ŠTARHA, P.; DRUCKMÜLLEROVÁ, H.

Rok RIV

2015

Vydáno

01.05.2014

Nakladatel

Springer International Publishing

ISSN

0302-9743

Periodikum

Lecture Notes in Computer Science

Svazek

2014(8466)

Číslo

5

Stát

Spolková republika Německo

Strany od

146

Strany do

157

Strany počet

12

BibTex

@article{BUT107925,
  author="Pavel {Štarha} and Hana {Druckmüllerová}",
  title="Decomposition of a Bunch of Objects in Digital Images",
  journal="Lecture Notes in Computer Science",
  year="2014",
  volume="2014(8466)",
  number="5",
  pages="146--157",
  doi="10.1007/978-3-319-07148-0\{_}14",
  issn="0302-9743"
}