Facial micro-expressions grand challenge 2018 summary

doi:10.1109/FG.2018.00106

	Facial micro-expressions grand challenge 2018 summary
	Yap, Moi Hoon 1; See, John 2; Hong, Xiaopeng 3; Wang, Su-Jing4
	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
DOI	10.1109/FG.2018.00106
收录类别	EI
语种	英语
引用统计	被引频次：39[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.