Confidence Assessment of Face Recognition Results

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F15%3APU113880" target="_blank" >RIV/00216305:26220/15:PU113880 - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/document/7129002" target="_blank" >https://ieeexplore.ieee.org/document/7129002</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/RADIOELEK.2015.7129002" target="_blank" >10.1109/RADIOELEK.2015.7129002</a>

Result language
angličtina
Original language name
Confidence Assessment of Face Recognition Results
Original language description
The paper deals with face recognition evaluation methodology. A complex performance comparison of face recognition algorithms has not been established for specific test databases. A basic fact discussed in the paper is limited statistical accuracy of the results. Face recognition results and reported performance increments need not be convincing due to test database properties. The confidence of results should be taken into account in order to reach convincing and reliable test conclusions. In order to express the confidence of the reached results, ROC curves enhanced by confidence intervals are proposed. Enhanced ROC curves are generally applicable without methodological requirements on a test databases.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of 25th international conference RADIOELEKTRONIKA 2015
ISBN
978-1-4799-8117-5
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
176-179
Publisher name
University of Pardubice
Place of publication
Pardubice Czech Republic
Event location
Pardubice
Event date
Apr 21, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000380492200036

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