Multi-task adversarial autoencoder network for face alignment in the wild

•Proposes a novel Multi-task Adversarial Autoencoder (MTAAE) network.•Combines face reconstruction, facial attribute prediction with heatmap regression.•Designs a dynamic weight network to assign a reasonable weight for each task.•Introduces a discriminator on the generated heatmaps.•The proposed wo...

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Bibliographic Details

Published in:	Neurocomputing (Amsterdam) Vol. 437; pp. 261 - 273
Main Authors:	Yue, Xiaoqian, Li, Jing, Wu, Jia, Chang, Jun, Wan, Jun, Ma, Jinyan
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 21.05.2021
Subjects:	Adversarial autoencoder Face alignment Heatmap regression Multi-task learning Heatmap regression Face alignment Multi-task learning Adversarial autoencoder
ISSN:	0925-2312, 1872-8286
Online Access:	Get full text
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