Detail publikace

Confidence Assessment of Face Recognition Results

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 {Poměnková}",
  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"
}