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Synthesising Facial Macro- and Micro-Expressions Using Reference Guided Style Transfer

Long video datasets of facial macro- and micro-expressions remains in strong demand with the current dominance of data-hungry deep learning methods. There are limited methods of generating long videos which contain micro-expressions. Moreover, there is a lack of performance metrics to quantify the g...

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Principais autores: Chuin Hong Yap, Ryan Cunningham, Adrian K. Davison, Moi Hoon Yap
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2021-08-01
Serier:Journal of Imaging
Fag:
micro-expressions
facial expressions
style transfer
generative adversarial network
facial action units
Online adgang:https://www.mdpi.com/2313-433X/7/8/142
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