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Facial Action Unit Recognition Based on Transfer Learning

2022-03-25 04:01:58
Shangfei Wang, Yanan Chang, Jiahe Wang
arXiv_CV
       
Abstract

Facial action unit recognition is an important task for facial analysis. Owing to the complex collection environment, facial action unit recognition in the wild is still challenging. The 3rd competition on affective behavior analysis in-the-wild (ABAW) has provided large amount of facial images with facial action unit annotations. In this paper, we introduce a facial action unit recognition method based on transfer learning. We first use available facial images with expression labels to train the feature extraction network. Then we fine-tune the network for facial action unit recognition.

Abstract (translated)

URL

https://arxiv.org/abs/2203.14694

PDF

https://arxiv.org/pdf/2203.14694.pdf

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