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Data · collection · 2018

A lock-in technique for extraction of pulse rates and associated confidence levels from video

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We investigate the practical applicability of video photoplethysmography (VPPG) to extract heart rates of subjects using non-contact color video recordings of human faces collected under typical indoor laboratory conditions using commercial video cameras.

Description

Videos were processed following three previously described simple VPPG algorithms to produce a time-varying plethysmographic signal. These time-signals were then analyzed using a novel, lock-in algorithm that was developed to extract the pulsatile frequency component.

A protocol to associate confidence estimates for the extracted heart rates for each video stream is presented. Results indicate that the difference between heart-rates extracted using the lock-in technique and gold-standard measurements, for videos with high-confidence metrics, were less than 4 beats per minute. Constraints on video acquisition and processing including natural subject motion and the total duration of video recorded required for evaluating these confidence metrics are discussed.

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Inferred from text
Heart 75% · Video 75%
Provenance · 1 source records, 10 field assertions
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DataCite10.6084/m9.figshare.c.400291315 d agoJSON v1
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concepts[anatomy].local:anatomy:heartenrichment · DataCitekeyword-concept-rules@1.0.0title+description (75%)
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concepts[modality].local:modality:videoenrichment · DataCitekeyword-concept-rules@1.0.0title+description (75%)
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