A Marked Point Process Approach for Continuous Valence Estimation Using Respiration Activity

A Marked Point Process Approach for Continuous Valence Estimation Using Respiration Activity

In this study, we present a method for continuously estimating emotional valence levels using a marked point process representation of features extracted from respiration amplitude signals. The amplitude of the breath, time of inhalation, and inhalation rate are used to label individuals breaths as...

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Bibliographic Details
Main Authors: Revanth Reddy, Rose T. Faghih
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Affective computing
biomedical signal processing
emotion recognition
respiration
state estimation
state-space modeling
Online Access:https://ieeexplore.ieee.org/document/10811892/

Internet

https://ieeexplore.ieee.org/document/10811892/

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