Publication detail

Confidence Assessment of Face Recognition Results

MALACH, T. POMĚNKOVÁ, J.

Original Title

Confidence Assessment of Face Recognition Results

Type

conference paper

Language

English

Original Abstract

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.

Keywords

Face recogniton; Evaluation methodology; Confidence intervals; Confidence of results

Authors

MALACH, T.; POMĚNKOVÁ, J.

RIV year

2015

Released

21. 4. 2015

Publisher

University of Pardubice

Location

Pardubice Czech Republic

ISBN

978-1-4799-8117-5

Book

Proceedings of 25th international conference RADIOELEKTRONIKA 2015

ISBN

NEUVEDENO

Pages from

176

Pages to

179

Pages count

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"
}