Publication detail

Decomposition of a Bunch of Objects in Digital Images

ŠTARHA, P. DRUCKMÜLLEROVÁ, H.

Original Title

Decomposition of a Bunch of Objects in Digital Images

Type

journal article in Scopus

Language

English

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.

Keywords

Segmentation, Geometric properties, Overlapping Objects, Recrystallization.

Authors

ŠTARHA, P.; DRUCKMÜLLEROVÁ, H.

RIV year

2014

Released

1. 5. 2014

Publisher

Springer International Publishing

ISBN

0302-9743

Periodical

Lecture Notes in Computer Science

Year of study

2014(8466)

Number

5

State

Federal Republic of Germany

Pages from

146

Pages to

157

Pages count

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"
}