Modeling the evolution dynamics to enhance micro-expression recognition

Yuhong HE; Guangyu WANG; Wenchao LIU; Lin MA; Haifeng LI

doi:10.1007/s11704-025-40976-3

Front. Comput. Sci. ›› 2026, Vol. 20 ›› Issue (3) : 2003325 DOI: 10.1007/s11704-025-40976-3

Artificial Intelligence

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Modeling the evolution dynamics to enhance micro-expression recognition

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Yuhong HE, Guangyu WANG, Wenchao LIU, Lin MA, Haifeng LI. Modeling the evolution dynamics to enhance micro-expression recognition. Front. Comput. Sci., 2026, 20(3): 2003325 DOI:10.1007/s11704-025-40976-3

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References

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[1]	Yan W J, Wu Q, Liang J, Chen Y H, Fu X . How fast are the leaked facial expressions: The duration of micro-expressions. Journal of Nonverbal Behavior, 2013, 37( 4): 217–230

[2]	Zhou L, Mao Q, Huang X, Zhang F, Zhang Z . Feature refinement: An expression-specific feature learning and fusion method for micro-expression recognition. Pattern Recognition, 2022, 122: 108275

[3]	Wang Z, Zhang K, Luo W, Sankaranarayana R . HTNet for micro-expression recognition. Neurocomputing, 2024, 602: 128196

[4]	Thuseethan S, Rajasegarar S, Yearwood J . Deep3DCANN: A deep 3DCNN-ANN framework for spontaneous micro-expression recognition. Information Sciences, 2023, 630: 341–355

[5]	Zhao S, Tang H, Mao X, Liu S, Zhang Y, Wang H, Xu T, Chen E . DFME: A new benchmark for dynamic facial micro-expression recognition. IEEE Transactions on Affective Computing, 2024, 15( 3): 1371–1386

[6]	Li J, Dong Z, Lu S, Wang S J, Yan W J, Ma Y, Liu Y, Huang C, Fu X . CAS(ME)³: A third generation facial spontaneous micro-expression database with depth information and high ecological validity. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45( 3): 2782–2800

[7]	Nguyen X B, Duong C N, Li X, Gauch S, Seo H S, Luu K. Micron-BERT: BERT-based facial micro-expression recognition. In: Proceedings of 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2023

[8]	Hao H, Wang S, Ben H, Hao Y, Wang Y, Wang W. Hierarchical space-time attention for micro-expression recognition. 2024, arXiv preprint arXiv: 2405.03202v1

[9]	Zhu J, He W, Wang F, Chang H, Lu C, Zong Y . Exploring holistic discriminative representation for microexpression recognition via contrastive learning. Image and Vision Computing, 2024, 149: 105186

[10]	Ccac2024 technical evaluation task 4: Automatic micro-expression recognition. In: Proceedings of the 4th Chinese Conference on Affective Computing. 2024