Extreme Low-Resolution Activity Recognition Using a Super-Resolution-Oriented Generative Adversarial Network

Activity recognition is a fundamental and crucial task in computer vision. Impressive results have been achieved for activity recognition in high-resolution videos, but for extreme low-resolution videos, which capture the action information at a distance and are vital for preserving privacy, the per...

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Bibliographic Details
Main Authors: Mingzheng Hou, Song Liu, Jiliu Zhou, Yi Zhang, Ziliang Feng
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Micromachines
Subjects:
Online Access:https://www.mdpi.com/2072-666X/12/6/670