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Microexpression recognition robot

Authors :
Yi-Chang Wu
Yao-Cheng Liu
Chieh Tsao
Ru-Yi Huang
Source :
IAES International Journal of Robotics and Automation (IJRA). 12:20
Publication Year :
2023
Publisher :
Institute of Advanced Engineering and Science, 2023.

Abstract

Following the development of big data, the use of microexpression technology has become increasingly popular. The application of microexpressions has expanded beyond medical treatment to include scientific case investigations. Because microexpressions are characterized by short duration and low intensity, training humans to recognize their yields poor performance results. Automatically recognizing microexpressions by using machine learning techniques can provide more effective results and save time and resources. In the real world, to avoid judicial punishment, people lie and conceal the truth for a variety of reasons. In this study, our primary objective was to develop a system for real-time microexpression recognition. We used FaceReader as the retrieval system and integrated the data with an application programming interface to provide recognition results as objective references in real-time. Using an experimental analysis, we also attempted to determine the optimal system configuration conditions. In conclusion, the use of artificial intelligence is expected to enhance the efficiency of investigations.

Details

ISSN :
27222586 and 20894856
Volume :
12
Database :
OpenAIRE
Journal :
IAES International Journal of Robotics and Automation (IJRA)
Accession number :
edsair.doi.dedup.....c51aef677d811ded37dbdb86eb61bdee
Full Text :
https://doi.org/10.11591/ijra.v12i1.pp20-28