Detail publikačního výsledku

Visualization of Uncertainty in LANDSAT Classification Process

ŠŤASTNÝ, J.; ŠKORPIL, V.; FEJFAR, J.

Originální název

Visualization of Uncertainty in LANDSAT Classification Process

Anglický název

Visualization of Uncertainty in LANDSAT Classification Process

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

Many uncertainties can be found in the classification of remotely sensed data. Namely they can arise in defining classification classes. We use two ways, incorporating acquired Corine Land Cover labels and our manually annotated labels. We are describing several visualization possibilities to demonstrate uncertainties in labels and their connections with classification results. We use parallel coordinates to visualize data, presenting problems in classes definitions. These failures can be consequently seen in the results of classification in confusion matrix.

Anglický abstrakt

Many uncertainties can be found in the classification of remotely sensed data. Namely they can arise in defining classification classes. We use two ways, incorporating acquired Corine Land Cover labels and our manually annotated labels. We are describing several visualization possibilities to demonstrate uncertainties in labels and their connections with classification results. We use parallel coordinates to visualize data, presenting problems in classes definitions. These failures can be consequently seen in the results of classification in confusion matrix.

Klíčová slova

LANDSAT, Corine Land Cover, parallel coordinates, k-NN, Python

Klíčová slova v angličtině

LANDSAT, Corine Land Cover, parallel coordinates, k-NN, Python

Autoři

ŠŤASTNÝ, J.; ŠKORPIL, V.; FEJFAR, J.

Rok RIV

2015

Vydáno

09.07.2015

Nakladatel

Brno University of Technology

Místo

Berlin

ISBN

978-1-4799-8497-8

Kniha

Proceedings of the 38th International conference on Telecommunications and Signal Processing

Strany od

789

Strany do

792

Strany počet

4

URL

https://ieeexplore.ieee.org/document/7296374

BibTex

@inproceedings{BUT110027,
  author="Jiří {Šťastný} and Vladislav {Škorpil} and Jiří {Fejfar}",
  title="Visualization of Uncertainty in LANDSAT Classification Process",
  booktitle="Proceedings of the 38th International conference on Telecommunications and Signal Processing",
  year="2015",
  number="1",
  pages="789--792",
  publisher="Brno University of Technology",
  address="Berlin",
  doi="10.1109/TSP.2015.7296374",
  isbn="978-1-4799-8497-8",
  url="https://ieeexplore.ieee.org/document/7296374"
}