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MALACH, T. POMĚNKOVÁ, J.
Originální název
Confidence Assessment of Face Recognition Results
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
angličtina
Originální abstrakt
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.
Klíčová slova
Face recogniton; Evaluation methodology; Confidence intervals; Confidence of results
Autoři
MALACH, T.; POMĚNKOVÁ, J.
Rok RIV
2015
Vydáno
21. 4. 2015
Nakladatel
University of Pardubice
Místo
Pardubice Czech Republic
ISBN
978-1-4799-8117-5
Kniha
Proceedings of 25th international conference RADIOELEKTRONIKA 2015
ISSN
NEUVEDENO
Strany od
176
Strany do
179
Strany počet
4
URL
https://ieeexplore.ieee.org/document/7129002
BibTex
@inproceedings{BUT114253, author="Tobiáš {Malach} and Jitka {Dluhá}", title="Confidence Assessment of Face Recognition Results", booktitle="Proceedings of 25th international conference RADIOELEKTRONIKA 2015", year="2015", pages="176--179", publisher="University of Pardubice", address="Pardubice Czech Republic", doi="10.1109/RADIOELEK.2015.7129002", isbn="978-1-4799-8117-5", url="https://ieeexplore.ieee.org/document/7129002" }