Publication detail

Decomposition of a Bunch of Objects in Digital Images

ŠTARHA, P. DRUCKMÜLLEROVÁ, H.

English title

Decomposition of a Bunch of Objects in Digital Images

Type

Scopus Article

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.

Keywords in English

Segmentation, Geometric properties, Overlapping Objects, Recrystallization.

Released

2014-05-01

Publisher

Springer International Publishing

ISSN

0302-9743

Journal

Lecture Notes in Computer Science

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",
  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"
}