Publication detail

Enhancement of Image Classification via GIS

BARTONĚK, D. BUREŠ, J. OPATŘILOVÁ, I.

Original Title

Enhancement of Image Classification via GIS

Type

journal article in Web of Science

Language

English

Original Abstract

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 %.

Keywords

Image classification, GIS, spatial analysis

Authors

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

RIV year

2015

Released

1. 12. 2015

Publisher

American Scientific Publishers

Location

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

ISBN

1936-6612

Periodical

ADV SCI LETT

Year of study

21

Number

12

State

United States of America

Pages from

3737

Pages to

3740

Pages count

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"
}