Unsupervised multi-domain multimodal image-to-image translation with explicit domain-constrained disentanglement

Image-to-image translation has drawn great attention during the past few years. It aims to translate an image in one domain to a target image in another domain. However, three big challenges remain in image-to-image translation: (1) the lack of large amounts of aligned training pairs for various tas...

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Veröffentlicht in:	Neural networks 2020-11, Vol.131, p.50-63
Hauptverfasser:	Xia, Weihao, Yang, Yujiu, Xue, Jing-Hao
Format:	Artikel
Sprache:	eng
Schlagworte:	Deep neural networks Generative adversarial network Image Processing, Computer-Assisted - methods Image-to-image translation Pattern Recognition, Automated - methods Unsupervised Machine Learning
Online-Zugang:	Volltext
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