FME '23: 3rd Facial Micro-Expression Workshop

Adrian K. Davison, Jingting Li, Moi Hoon Yap, John See, Wen Huang Cheng, Xiaobai Li, Xiaopeng Hong, Su Jing Wang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Micro-expressions are facial movements that are extremely short and not easily detected, which often reflect the genuine emotions of individuals. Micro-expressions are important cues for understanding real human emotions and can be used for non-contact, non-perceptual deception detection, or abnormal emotion recognition. It has broad application prospects in national security, judicial practice, health prevention, and clinical practice. However, micro-expression feature extraction and learning are highly challenging because they are typically short in duration, low intensity, and have local facial asymmetry. In addition, the intelligent micro-expression analysis combined with deep learning technology is also plagued by the problem of relatively small data samples. Not only is micro-expression elicitation very difficult, micro-expression annotation is also very time-consuming and laborious. More importantly, the micro-expression generation mechanism is not yet clear, which shackles the application of micro-expressions in real scenarios. FME'23 is the inaugural workshop in this area of research, with the aim of promoting interactions between researchers and scholars from within this niche area of research. This year we hope to discuss the growing ethical conversations when using face data, and how we can come to a consensus on micro-expression standards within affective computing.

Original languageEnglish
Title of host publicationMM '23: Proceedings of the 31st ACM International Conference on Multimedia
PublisherAssociation for Computing Machinery
Pages9736-9738
Number of pages3
ISBN (Electronic)9798400701085
DOIs
Publication statusPublished - 27 Oct 2023
Event31st ACM International Conference on Multimedia 2023 - Ottawa, Canada
Duration: 29 Oct 20233 Nov 2023

Conference

Conference31st ACM International Conference on Multimedia 2023
Abbreviated titleMM 2023
Country/TerritoryCanada
CityOttawa
Period29/10/233/11/23

Keywords

  • affective computing
  • micro-expression
  • multi-modality

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Graphics and Computer-Aided Design
  • Human-Computer Interaction
  • Software

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