Visualization of Uncertainty in LANDSAT Classification Process

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F62156489%3A43110%2F14%3A00225476" target="_blank" >RIV/62156489:43110/14:00225476 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Visualization of Uncertainty in LANDSAT Classification Process

Original language description

In the classification of remotely sensed data can be found many uncertainties. 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 showing several visualization possibilities to show uncertainties in labels and their connections with classification results. We use parallel coordinates to visualize data, showing problems in classes definitions. These failures can be consequently seen in results of classification in confusion matrix. We inspect also posterior probabilities of k-NN classifier visualizing maximum likelihood class probabilities as alpha channel of resulting classification map.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

IN - Informatics

OECD FORD branch

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Project

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Continuities

S - Specificky vyzkum na vysokych skolach

Publication year

2014

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

37th International Conference on Telecommunications and Signal Processing TSP

ISBN

978-80-214-4983-1

ISSN

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e-ISSN

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Number of pages

4

Pages from-to

701-704

Publisher name

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Place of publication

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Event location

Berlín

Event date

Jul 1, 2014

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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