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Facial micro-expressions grand challenge 2018 summary
Yap, Moi Hoon1; See, John2; Hong, Xiaopeng3; Wang, Su-Jing4
First AuthorYap, Moi Hoon
2018-06-01
Conference Name13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018
Source PublicationProceedings - 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018
Pages675-678
Conference DateMay 15, 2018 - May 19, 2018
Conference PlaceXi'an
CountryChina
PublisherInstitute of Electrical and Electronics Engineers Inc.
Contribution Rank4
AbstractThis paper summarises the Facial Micro-Expression Grand Challenge (MEGC 2018) held in conjunction with the 13th IEEE Conference on Automatic Face and Gesture Recognition (FG) 2018. In this workshop, we aim to stimulate new ideas and techniques for facial micro-expression analysis by proposing a new cross-database challenge. Two state-of-the-art datasets, CASME II and SAMM, are used to validate the performance of existing and new algorithms. Also, the challenge advocates the recognition of micro-expressions based on AU-centric objective classes rather than emotional classes. We present a summary and analysis of the baseline results using LBP-TOP, HOOF and 3DHOG, together with results from the challenge submissions. © 2018 IEEE.
Subject AreaGesture Recognition
DOI10.1109/FG.2018.00106
Indexed ByEI
Language英语
Citation statistics
Document Type会议论文
Identifierhttp://ir.psych.ac.cn/handle/311026/27744
Collection中国科学院行为科学重点实验室
Affiliation1.School of Computing, Mathematics and Digital Technology, Manchester Metropolitan University, United Kingdom;
2.Faculty of Computing and Informatics, Multimedia University, Malaysia;
3.Center for Machine Vision and Signal Analysis, University of Oulu, Finland, Finland;
4.CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing; 100101, China
Recommended Citation
GB/T 7714
Yap, Moi Hoon,See, John,Hong, Xiaopeng,et al. Facial micro-expressions grand challenge 2018 summary[C]:Institute of Electrical and Electronics Engineers Inc.,2018:675-678.
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