On performance evaluation of face detection and localization algorithms

POPOVICI, Vlad; JP THIRAN; Y RODRIGUEZ a S MARCEL. On performance evaluation of face detection and localization algorithms. In Kittler, J Petrou, M Nixon, M. PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 1. LOS ALAMITOS: IEEE COMPUTER SOC, 2004, s. 313-317. ISSN 1051-4651. Dostupné z: https://doi.org/10.1109/ICPR.2004.1334115.

Základní údaje

Originální název

On performance evaluation of face detection and localization algorithms

Autoři

POPOVICI, Vlad; JP THIRAN; Y RODRIGUEZ a S MARCEL

Vydání

LOS ALAMITOS, PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 1, od s. 313-317, 5 s. 2004

Nakladatel

IEEE COMPUTER SOC

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Další údaje

Jazyk

angličtina

Typ výsledku

Stať ve sborníku

Utajení

není předmětem státního či obchodního tajemství

Označené pro přenos do RIV

Ne

ISSN

DOI

https://doi.org/10.1109/ICPR.2004.1334115

UT WoS

000223874500077

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Anotace

V originále

When comparing different methods for face detection or localization, one realizes that just simply comparing the reported results is misleading as, even if the results are reported on the same dataset, different authors have different views of what a correct detection/localization means. This paper addresses exactly this problem, proposing an objective measure for the goodness of a detection/localization for the case of frontal faces. The usage of the proposed technique insures a fair and unbiased way of reporting the results, making the experiment repeatable, measurable, and comparable by anybody else.