Apr 6, 2023 · This paper presents Micron-BERT (\mu-BERT), a novel approach to facial micro-expression recognition. The proposed method can automatically capture these ...
[PDF] BERT-Based Facial Micro-Expression Recognition - CVF Open Access
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Compared to prior works, µ-BERT can adaptively focus on changes in facial regions while ig- noring the ones in the background and effectively recog- nizes micro ...
This paper presents Micron-BERT ( $(\mu$ -BERT), a novel approach to facial micro-expression recognition. The proposed method can automatically capture these ...
Empirical experiments show Micron-BERT consistently outperforms state-of-the-art performance on four micro-expression benchmarks, including SAMM, CASME II, ...
Jun 7, 2024 · Micro-expression recognition is one of the most challenging topics in affective computing. It aims to recognize tiny facial movements ...
The proposed μ-BERT framework is designed in a self-supervised learning manner and trained in an end- to-end deep network. Indeed, it consistently achieves.
Facial Micro-Expression Recognition is a challenging task in identifying suppressed emotion in a high-stake environment, often comes in very brief duration ...
Micron-BERT: BERT-based Facial Micro-Expression Recognition - AIM
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Sep 7, 2023 · This invention presents a novel framework named Micron-BERT for facial micro-expression recognition. ... In general, facial expression problems ...
Jun 7, 2024 · In the work reported here, the effectiveness of BERT(Bidirectional Encoder Representations from Transformers) in sentiment classification tasks ...
Apr 7, 2023 · Micron-BERT: BERT-based Facial Micro-Expression Recognition Given consecutive frames from a high-speed camera, our paper, Micron-BERT, is ...
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