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For micro-expression recognition: Database and suggestions
Yan, Wen-Jing1,2; Wang, Su-Jing1; Liu, Yong-Jin3; Wu, Qi4; Fu, Xiaolan1
AbstractMicro-expression is gaining more attention in both the scientific field and the mass media. It represents genuine emotions that people try to conceal, thus making it a promising cue for lie detection. Since micro-expressions are considered almost imperceptible to naked eyes, researchers have sought to automatically detect and recognize these fleeting facial expressions to help people make use of such deception cues. However, the lack of well-established micro-expression databases might be the biggest obstacle. Although several databases have been developed, there may exist some problems either in the approach of eliciting micro-expression or the labeling. We built a spontaneous micro-expression database with rigorous frame spotting, AU coding and micro-expression labeling. This paper introduces how the micro-expressions were elicited in a laboratory situation and how the database was built with the guide of psychology. In addition, this paper proposes issues that may help researchers effectively use micro-expression databases and improve micro-expression recognition. (C) 2014 Elsevier B.V. All rights reserved.
KeywordMicro-expression Database Recognition Suggestion
Source PublicationNEUROCOMPUTING
Indexed BySCI
WOS IDWOS:000335708800009
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Cited Times:29[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Affiliation1.Chinese Acad Sci, Inst Psychol, State Key Lab Brain & Cognit Sci, Beijing 100101, Peoples R China
2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
3.Tsinghua Univ, Dept Comp Sci & Technol, TNList, Beijing 100084, Peoples R China
4.Hunan Normal Univ, Dept Psychol, Changsha 410000, Hunan, Peoples R China
First Author Affilication脑与认知科学国家重点实验室
Recommended Citation
GB/T 7714
Yan, Wen-Jing,Wang, Su-Jing,Liu, Yong-Jin,et al. For micro-expression recognition: Database and suggestions[J]. NEUROCOMPUTING,2014,136(136):82-87.
APA Yan, Wen-Jing,Wang, Su-Jing,Liu, Yong-Jin,Wu, Qi,&Fu, Xiaolan.(2014).For micro-expression recognition: Database and suggestions.NEUROCOMPUTING,136(136),82-87.
MLA Yan, Wen-Jing,et al."For micro-expression recognition: Database and suggestions".NEUROCOMPUTING 136.136(2014):82-87.
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