OneFall-GAN: A one-class GAN framework applied to fall detection

OneFall-GAN: A one-class GAN framework applied to fall detection

One of the most common health risks for senior citizens is a falling event, and to reduces the risk of death, a fall needs to be quickly reported. Thus, automatic fall detection systems were proposed to mitigate the falling problem, most of them relying on image detection. However, identifying a fal...

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Bibliographic Details
Main Authors: Yves M. Galvão, Letícia Portela, Pablo Barros, Roberta Andrade de Araújo Fagundes, Bruno J.T. Fernandes
Format: Article
Language:English
Published: Elsevier 2022-11-01
Series:Engineering Science and Technology, an International Journal
Subjects:
OneFall-GAN
Fall detection
Anomaly detection
Mask R-CNN
AnoGan
GANomaly
Online Access:http://www.sciencedirect.com/science/article/pii/S2215098622001367

Internet

http://www.sciencedirect.com/science/article/pii/S2215098622001367

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