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Facial micro-expressions grand challenge 2018 summary
Yap, Moi Hoon1; See, John2; Hong, Xiaopeng3; Wang, Su-Jing4
第一作者Yap, Moi Hoon
2018-06-01
会议名称13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018
会议录名称Proceedings - 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018
页码675-678
会议日期May 15, 2018 - May 19, 2018
会议地点Xi'an
会议举办国China
出版者Institute of Electrical and Electronics Engineers Inc.
产权排序4
摘要This 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.
学科领域Gesture Recognition
DOI10.1109/FG.2018.00106
收录类别EI
语种英语
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被引频次:1[WOS]   [WOS记录]     [WOS相关记录]
文献类型会议论文
条目标识符http://ir.psych.ac.cn/handle/311026/27744
专题中国科学院行为科学重点实验室
作者单位1.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
推荐引用方式
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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