Literature DB >> 33668921

A Video-Based Technique for Heart Rate and Eye Blinks Rate Estimation: A Potential Solution for Telemonitoring and Remote Healthcare.

Vincenzo Ronca1,2, Andrea Giorgi2, Dario Rossi3, Antonello Di Florio2, Gianluca Di Flumeri2,4,5, Pietro Aricò2,4,5, Nicolina Sciaraffa2,4, Alessia Vozzi1,2, Luca Tamborra1,6, Ilaria Simonetti1,6, Gianluca Borghini4,5.   

Abstract

Current telemedicine and remote healthcare applications foresee different interactions between the doctor and the patient relying on the use of commercial and medical wearable sensors and internet-based video conferencing platforms. Nevertheless, the existing applications necessarily require a contact between the patient and sensors for an objective evaluation of the patient's state. The proposed study explored an innovative video-based solution for monitoring neurophysiological parameters of potential patients and assessing their mental state. In particular, we investigated the possibility to estimate the heart rate (HR) and eye blinks rate (EBR) of participants while performing laboratory tasks by mean of facial-video analysis. The objectives of the study were focused on: (i) assessing the effectiveness of the proposed technique in estimating the HR and EBR by comparing them with laboratory sensor-based measures and (ii) assessing the capability of the video-based technique in discriminating between the participant's resting state (Nominal condition) and their active state (Non-nominal condition). The results demonstrated that the HR and EBR estimated through the facial-video technique or the laboratory equipment did not statistically differ (p > 0.1), and that these neurophysiological parameters allowed to discriminate between the Nominal and Non-nominal states (p < 0.02).

Entities:  

Keywords:  eye blinks; facial video; healthcare; heart rate; mental states evaluation; neurophysiological assessment; signal processing; telemedicine

Year:  2021        PMID: 33668921     DOI: 10.3390/s21051607

Source DB:  PubMed          Journal:  Sensors (Basel)        ISSN: 1424-8220            Impact factor:   3.576


  4 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.  Correlation Evaluation of Pilots' Situation Awareness in Bridge Simulations via Eye-Tracking Technology.

Authors:  Shaoqi Jiang; Weijiong Chen; Yutao Kang
Journal:  Comput Intell Neurosci       Date:  2021-12-03

Review 3.  Association between mental illness and blood pressure variability: a systematic review.

Authors:  Nur Husna Shahimi; Renly Lim; Sumaiyah Mat; Choon-Hian Goh; Maw Pin Tan; Einly Lim
Journal:  Biomed Eng Online       Date:  2022-03-21       Impact factor: 2.819

Review 4.  Non-Invasive Data Acquisition and IoT Solution for Human Vital Signs Monitoring: Applications, Limitations and Future Prospects.

Authors:  Mahmoud Salem; Ahmed Elkaseer; Islam A M El-Maddah; Khaled Y Youssef; Steffen G Scholz; Hoda K Mohamed
Journal:  Sensors (Basel)       Date:  2022-09-01       Impact factor: 3.847

  4 in total

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