Facial Micro-Expression Recognition Using Double-Stream 3D Convolutional Neural Network with Domain Adaptation

Facial Micro-Expression Recognition Using Double-Stream 3D Convolutional Neural Network with Domain Adaptation

Humans show micro-expressions (MEs) under some circumstances. MEs are a display of emotions that a human wants to conceal. The recognition of MEs has been applied in various fields. However, automatic ME recognition remains a challenging problem due to two major obstacles. As MEs are typically of sh...

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Bibliographic Details
Main Authors: Zhengdao Li, Yupei Zhang, Hanwen Xing, Kwok-Leung Chan
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Sensors
Subjects:
micro-expression recognition
3D-CNN
optical flow
domain adaptation
Online Access:https://www.mdpi.com/1424-8220/23/7/3577

Internet

https://www.mdpi.com/1424-8220/23/7/3577

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