Integrating VideoMAE based model and Optical Flow for Micro- and Macro-expression Spotting

Author:

Xu Ke1ORCID,Chen Kang2ORCID,Sun Licai1ORCID,Lian Zheng3ORCID,Liu Bin4ORCID,Chen Gong1ORCID,Sun Haiyang1ORCID,Xu Mingyu3ORCID,Tao Jianhua5ORCID

Affiliation:

1. University of Chinese Academy of Sciences,Institute of Automation, Chinese Academy of Sciences, Beijing, China

2. Peking university,Institute of Automation, Chinese Academy of Sciences, Beijing, China

3. Institute of Automation, Chinese Academy of Sciences, Beijing, China

4. Institute of Automation, Chinese Academy of Sciences,University of Chinese Academy of Sciences, Beijing, China

5. Tsinghua University, Beijing, China

Funder

the National Natural Science Foundation of China (NSFC)

Open Research Projects of Zhejiang Lab

Beijing Municipal Science&Technology Commission,Administrative Commission of Zhongguancun Science Park

CCF- Baidu Open Fund

Publisher

ACM

Reference30 articles.

1. Ekman P. Darwin , deception, and facial expression[J]. Annals of the new York Academy of sciences , 2003 , 1000(1): 205--221. Ekman P. Darwin, deception, and facial expression[J]. Annals of the new York Academy of sciences, 2003, 1000(1): 205--221.

2. Li X , Hong X , Moilanen A , Towards reading hidden emotions: A comparative study of spontaneous micro-expression spotting and recognition methods[J] . IEEE transactions on affective computing, 2017 , 9(4): 563--577. Li X, Hong X, Moilanen A, et al. Towards reading hidden emotions: A comparative study of spontaneous micro-expression spotting and recognition methods[J]. IEEE transactions on affective computing, 2017, 9(4): 563--577.

3. Owayjan M , Kashour A , Al Haddad N , The design and development of a lie detection system using facial micro-expression[C]//2012 2nd international conference on advances in computational tools for engineering applications (ACTEA) . IEEE , 2012 : 33--38. Owayjan M, Kashour A, Al Haddad N, et al. The design and development of a lie detection system using facial micro-expression[C]//2012 2nd international conference on advances in computational tools for engineering applications (ACTEA). IEEE, 2012: 33--38.

4. The Faces of Engagement: Automatic Recognition of Student Engagementfrom Facial Expressions

5. How Fast are the Leaked Facial Expressions: The Duration of Micro-Expressions

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1. FME '23: 3rd Facial Micro-Expression Workshop;Proceedings of the 31st ACM International Conference on Multimedia;2023-10-26

2. MEGC2023: ACM Multimedia 2023 ME Grand Challenge;Proceedings of the 31st ACM International Conference on Multimedia;2023-10-26

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