2018 · 26 citations · 11 references
NursingPhysiologyBiomedical Signal ProcessingComputer VisionPulmonologyMotion CaptureRespiratory AssessmentRespiratory HealthRespiratory MonitoringRespiratory Signal AnalysisVital Signs AssessmentMagnificationMotion MagnificationRespiratory RateRespiratory Rate EstimationRespiratory Rate MeasurementRespiratory Rate Monitoring
Breathing monitoring by non-contact video processing has been the subject of recent research. This paper presents an advanced video processing algorithm for reliable Respiratory Rate (RR) monitoring based on the analysis of local video variations and a motion magnification method. This novel algorithm improves over the existing solutions in terms of estimation accuracy and excision of large body movements unrelated with respiration. Applications to adults and infants are presented to demonstrate the performance of the proposed algorithm and compare it with previous work.
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Phase-based video motion processing
Neal Wadhwa, Michael Rubinstein, Frédo Durand et al. · ACM Transactions on Graphics · 2013 · 798 citations · Full text
Michael Felsberg, Gerald Sommer · IEEE Transactions on Signal Processing · 2001 · 798 citations · Full text
Riesz pyramids for fast phase-based video magnification
Neal Wadhwa, Michael Rubinstein, Frédo Durand et al. · 2014 · 206 citations · Full text