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- W2788164927 abstract "Remote photoplethysmography (rPPG) can be used to remotely estimate heart rate (HR) of users to infer their emotional state. However natural body movement and facial actions of users significantly impact such techniques, so their reliability within contexts involving natural behavior must be checked. We present an experiment focused on the accuracy evaluation of an established rPPG technique in a gaming context. The technique was applied to estimate the HR of subjects behaving naturally in gaming sessions whose games were carefully designed to be casual-themed, similar to off-the-shelf games and have a difficulty level that linearly progresses from a boring to a stressful state. Estimations presented mean error of 2.99 bpm and Pearson correlation (r=0.43), (p < 0.001), however with significant variations among subjects. Our experiment is the first to measure the accuracy of an rPPG technique using boredom/stress-inducing casual games with subjects behaving naturally." @default.
- W2788164927 created "2018-03-06" @default.
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- W2788164927 date "2018-01-01" @default.
- W2788164927 modified "2023-10-06" @default.
- W2788164927 title "Accuracy Evaluation of Remote Photoplethysmography Estimations of Heart Rate in Gaming Sessions with Natural Behavior" @default.
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- W2788164927 doi "https://doi.org/10.1007/978-3-319-76270-8_35" @default.
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