Literature DB >> 31947336

Inter-Beat Interval Estimation from Facial Video Based on Reliability of BVP Signals.

Yuichiro Maki, Yusuke Monno, Kazunori Yoshizaki, Masayuki Tanaka, Masatoshi Okutomi.   

Abstract

Inter-beat interval (IBI) and heart rate variability (HRV) are important cardiac parameters that provide physiological and emotional states of a person. In this paper, we present a framework for accurate IBI and HRV estimation from a facial video based on the reliability of extracted blood volume pulse (BVP) signals. Our framework first extracts candidate BVP signals from randomly sampled multiple face patches. The BVP signals are then assessed based on a reliability metric to select the most reliable BVP signal, from which IBI and HRV are calculated. In experiments, we evaluate three reliability metrics and demonstrate that our framework can estimate IBI and HRV more accurately than a conventional single face region-based framework.

Entities:  

Year:  2019        PMID: 31947336     DOI: 10.1109/EMBC.2019.8857081

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  2 in total

Review 1.  Continuous Monitoring of Vital Signs Using Cameras: A Systematic Review.

Authors:  Vinothini Selvaraju; Nicolai Spicher; Ju Wang; Nagarajan Ganapathy; Joana M Warnecke; Steffen Leonhardt; Ramakrishnan Swaminathan; Thomas M Deserno
Journal:  Sensors (Basel)       Date:  2022-05-28       Impact factor: 3.847

2.  Stress Classification Using Photoplethysmogram-Based Spatial and Frequency Domain Images.

Authors:  Sami Elzeiny; Marwa Qaraqe
Journal:  Sensors (Basel)       Date:  2020-09-17       Impact factor: 3.576

  2 in total

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