Does Deep Learning-Based Super-Resolution Help Humans With Face Recognition?

The last decade witnessed a renaissance of machine learning for image processing. Super-resolution (SR) is one of the areas where deep learning techniques have achieved impressive results, with a specific focus on the SR of facial images. Examining and comparing facial images is one of the critical...

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Hlavní autoři:	Erik Velan, Marco Fontani, Sergio Carrato, Martino Jerian
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Frontiers Media S.A. 2022-04-01
Edice:	Frontiers in Signal Processing
Témata:	super-resolution deep learning face identification face recognition face enhancement AI
On-line přístup:	https://www.frontiersin.org/articles/10.3389/frsip.2022.854737/full
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