Detail publikačního výsledku

Enhancement of Image Classification via GIS

BARTONĚK, D.; BUREŠ, J.; OPATŘILOVÁ, I.

Originální název

Enhancement of Image Classification via GIS

Anglický název

Enhancement of Image Classification via GIS

Druh

Článek WoS

Originální abstrakt

The enhancement of image classification using tools of geographic information systems (GIS) is topic of this paper. Theoretical solutions are based on the theory of rough sets. Improved results are achieved by filtration of added layer with clearly defined classes and also by manually editing in GIS. The proposed method was tested in the project of data analysis of storage of gas facilities under certain types of terrain surface in the Czech Republic (CR). Processing was carried out in ArcGIS 10.0 environment via special created application in Python. The results demonstrated the effectiveness of this process and the reducing of the error rate to 2% - 3 %.

Anglický abstrakt

The enhancement of image classification using tools of geographic information systems (GIS) is topic of this paper. Theoretical solutions are based on the theory of rough sets. Improved results are achieved by filtration of added layer with clearly defined classes and also by manually editing in GIS. The proposed method was tested in the project of data analysis of storage of gas facilities under certain types of terrain surface in the Czech Republic (CR). Processing was carried out in ArcGIS 10.0 environment via special created application in Python. The results demonstrated the effectiveness of this process and the reducing of the error rate to 2% - 3 %.

Klíčová slova

Image classification, GIS, spatial analysis

Klíčová slova v angličtině

Image classification, GIS, spatial analysis

Autoři

BARTONĚK, D.; BUREŠ, J.; OPATŘILOVÁ, I.

Rok RIV

2016

Vydáno

01.12.2015

Nakladatel

American Scientific Publishers

Místo

American Scientific Publishers, 26650 The Old Road, Suite 208, Valencia, California 91381-0751, USA

ISSN

1936-6612

Periodikum

ADV SCI LETT

Svazek

21

Číslo

12

Stát

Spojené státy americké

Strany od

3737

Strany do

3740

Strany počet

4

URL

http://www.aspbs.com/science/a-s_science.htm

BibTex

@article{BUT122910,
  author="Dalibor {Bartoněk} and Jiří {Bureš} and Irena {Opatřilová}",
  title="Enhancement of Image Classification via GIS",
  journal="ADV SCI LETT",
  year="2015",
  volume="21",
  number="12",
  pages="3737--3740",
  doi="10.1166/asl.2015.6563",
  issn="1936-6612",
  url="http://www.aspbs.com/science/a-s_science.htm"
}