Facial micro-expressions grand challenge 2018 summary

doi:10.1109/FG.2018.00106

CORC > 心理研究所 > 中国科学院心理研究所 > 中国科学院行为科学重点实验室

	Facial micro-expressions grand challenge 2018 summary
	Yap, Moi Hoon 1; See, John 2; Hong, Xiaopeng 3; Wang, Su-Jing4
	2018-06-01
会议日期	May 15, 2018 - May 19, 2018
会议地点	Xi'an
DOI	10.1109/FG.2018.00106
页码	675-678
国家	China
英文摘要	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.
产权排序	4
会议录	Proceedings - 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018
会议录出版者	Institute of Electrical and Electronics Engineers Inc.
学科主题	Gesture Recognition
语种	英语
内容类型	会议论文
源URL	[http://ir.psych.ac.cn/handle/311026/27744]
专题	心理研究所_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]. 见:. Xi'an. May 15, 2018 - May 19, 2018.