Search results for "Ballistocardiography"

showing 2 items of 2 documents

Automatic SCSB analysis of motor and autonomic nervous functions compared with sleep stages

1996

All-night recordings of respiration, ballistocardiogram, and body movements were obtained using the static charge-sensitive bed (SCSB) and automatically analysed data were compared with sleep stages. The mean sum of eight SCSB variability parameters was lowest in slow wave sleep (SWS), higher during stage 2 (S2), and highest in REM sleep. The sum scores of the parameters with the highest correlations with the EEG data were classified into quiet (QS), intermediate (IS) and active (AS) states. SCSB signals during wakefulness, stage 1 and REM sleep were mostly scored as AS, whereas in S2 and especially in SWS they were scored as QS or IS. The SCSB is an easy and inexpensive tool for conducting…

AdultMalemedicine.medical_specialtySleep StagesSleep qualityMovementRespirationGeneral NeuroscienceStatic ElectricityElectroencephalographyAudiologyAutonomic Nervous SystemSleep in non-human animalsDevelopmental psychologyBallistocardiographyEeg dataEvaluation Studies as TopicmedicineHumansWakefulnessSleep StagesPsychologySoftwarepsychological phenomena and processesSlow-wave sleepNeuroReport
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Video-Based Heartbeat Rate Measuring Method Using Ballistocardiography

2017

International audience; Video-based heartbeat rate measurement is a rapidly growing application in remote health monitoring. Video-based heartbeat rate measuring methods operate mainly by estimating photoplethysmography or ballistocardiography signals. These methods operate by estimating the microscopic color change in the face or by estimating the microscopic rigid motion of the head/facial skin. However, the robustness to motion artifacts caused by illumination variance and motion variance of the subject poses main challenge. We present a video-based heartbeat rate measuring framework to overcome these problems by using the principle of ballistocardiography. In this paper, we proposed a b…

EngineeringMean squared errorvideo analyticsComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION02 engineering and technology01 natural sciencesStandard deviationphotoplethysmography and ballistocardiographysymbols.namesakeFacial videoRobustness (computer science)Photoplethysmogram0202 electrical engineering electronic engineering information engineeringmedicineComputer vision[PHYS.PHYS.PHYS-INS-DET]Physics [physics]/Physics [physics]/Instrumentation and Detectors [physics.ins-det]Electrical and Electronic EngineeringNoncontact[ PHYS.PHYS.PHYS-INS-DET ] Physics [physics]/Physics [physics]/Instrumentation and Detectors [physics.ins-det]Instrumentationmedicine.diagnostic_testbusiness.industry010401 analytical chemistryPearson product-moment correlation coefficient3. Good health0104 chemical sciencesRemote health monitoringnon-contactFeature (computer vision)BallistocardiographyFace (geometry)symbols020201 artificial intelligence & image processingArtificial intelligencebusinessIEEE Sensors Journal
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