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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Bibliographic Details

Published in:	Frontiers in Signal Processing
Main Authors:	Erik Velan, Marco Fontani, Sergio Carrato, Martino Jerian
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022-04-01
Subjects:	super-resolution deep learning face identification face recognition face enhancement AI
Online Access:	https://www.frontiersin.org/articles/10.3389/frsip.2022.854737/full