Does face restoration improve face verification?

Abstract Methods for face verification works reasonably well on face images with standardized (frontal) face positions and good spatial resolution. However such methods have significant challenges on poor resolution images, poor lighting conditions and not standard (frontal) face positions. In this...
Ausführliche Beschreibung

Gespeichert in:
Autor*in:

Sobiecki, André [verfasserIn]

van Dijk, Julius [verfasserIn]

Folkertsma, Hidde [verfasserIn]

Telea, Alexandru [verfasserIn]

Format:

E-Artikel

Sprache:

Englisch

Erschienen:

2021

Schlagwörter:

Face verification

Face restoration

Face recognition

Image processing

Machine learning

Pattern recognition

Anmerkung:

© The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021

Übergeordnetes Werk:

Enthalten in: Multimedia tools and applications - Dordrecht [u.a.] : Springer Science + Business Media B.V, 1995, 80(2021), 21-23 vom: 09. Aug., Seite 32863-32883

Übergeordnetes Werk:

volume:80 ; year:2021 ; number:21-23 ; day:09 ; month:08 ; pages:32863-32883

Links:

Volltext

DOI / URN:

10.1007/s11042-021-11167-6

Katalog-ID:

SPR045246513

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