Apr 26, 2022 · The main objective of this work is to investigate the feasibility of characterizing emotions from facial electromyogram (EMG) signals.
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This paper presents a method of recognizing two facial emotions from zygomaticus and corrugator muscles using two channel data acquisition system. Zygomaticus ...
The objective of the article is to recognize users' emotions by classifying facial electromyographic (EMG) signals.
This review addresses three approaches to measuring facial expression of emotion and describes their specific contributions to understanding emotion.
Oct 7, 2022 · Using a novel wearable surface electromyography (sEMG), we investigated induced affective states by measuring the activation of facial muscles.
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Nov 6, 2023 · A landmark-oriented HR-sEMG recording allows specific discrimination of facial muscle activity patterns during basic emotional expressions.
This paper presents a method of recognizing two facial emotions from zygomaticus and corrugator muscles using two channel data acquisition system. Zygomaticus ...
May 21, 2024 · The aim of the current paper was to establish an optimal processing pipeline for EMG data for identifying emotional expressions in facial muscles.
The fEMG signals are correlated with emotional changes, which usually have high signal-to-noise ratios and are not easily pretended, making it an important ...
Facial electromyography (EMG) signals (zygomatic muscle and frowning muscle) can reflect the changes of nerves and muscles induced by emotional changes, and are ...