Visualization of uncertainty in LANDSAT classification process
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F62156489%3A43110%2F15%3A43908554" target="_blank" >RIV/62156489:43110/15:43908554 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/TSP.2015.7296374" target="_blank" >http://dx.doi.org/10.1109/TSP.2015.7296374</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/TSP.2015.7296374" target="_blank" >10.1109/TSP.2015.7296374</a>
Alternative languages
Result language
angličtina
Original language name
Visualization of uncertainty in LANDSAT classification process
Original language description
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 describingseveral 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. We inspect also posterior probabilities of k-Nearest Neighbor (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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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
38th International Conference on Telecommunications and Signal Processing
ISBN
978-1-4799-8498-5
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
789-792
Publisher name
Vysoké učení technické v Brně
Place of publication
Brno
Event location
Praha
Event date
Jul 9, 2015
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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