Institutional Repository, Institute of Psychology, Chinese Academy of Sciences
| For micro-expression recognition: Database and suggestions | |
Yan, Wen-Jing1,2 ; Wang, Su-Jing1; Liu, Yong-Jin3; Wu, Qi4; Fu, Xiaolan1
| |
| Abstract | Micro-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. |
| Keyword | Micro-expression Database Recognition Suggestion |
| 2014-07-20 | |
| Language | 英语 |
| Source Publication | NEUROCOMPUTING
 |
| ISSN | 0925-2312 |
| Volume | 136Issue:136Pages:82-87 |
| Subtype | Article |
| Indexed By | SCI |
| WOS ID | WOS:000335708800009 |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.psych.ac.cn/handle/311026/13738 |
| Collection | 脑与认知科学国家重点实验室 |
| Affiliation | 1.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. |
| Files in This Item: | ||||||
| File Name/Size | DocType | Version | Access | License | ||
| WOS_000335708800009.（624KB） | 期刊论文 | 出版稿 | 暂不开放 | CC BY-NC-SA | Application Full Text | |
Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.
Edit Comment