A Micro-Expression Recognition System with Event Cameras | IEEE Conference Publication | IEEE Xplore

A Micro-Expression Recognition System with Event Cameras


Abstract:

This demonstration showcases a novel system for micro-expression recognition (MER). MER is crucial for affective computing, enabling the detection of hidden emotions thro...Show More

Abstract:

This demonstration showcases a novel system for micro-expression recognition (MER). MER is crucial for affective computing, enabling the detection of hidden emotions through involuntary facial movements. However, micro-expressions are fleeting and subtle, posing challenges for conventional cameras. Our system addresses this by employing event cameras to capture these rapid, nuanced expressions. The system comprises two key components: the Event-Enhanced Motion Extractor (EEME) amplifies the detection of subtle movements, while the Event-Guided Attention (EGA) focuses on crucial facial regions for micro-expression analysis. This work presents a valuable tool for researchers and practitioners in the field of affective computing, which is associated with an accepted paper of ICME2024 main track.
Date of Conference: 15-19 July 2024
Date Added to IEEE Xplore: 29 August 2024
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Conference Location: Niagara Falls, ON, Canada

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