Remote photoplethysmography with constrained ICA using periodicity and chrominance constraints
PulseAugur coverage of Remote photoplethysmography with constrained ICA using periodicity and chrominance constraints — every cluster mentioning Remote photoplethysmography with constrained ICA using periodicity and chrominance constraints across labs, papers, and developer communities, ranked by signal.
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XAI explanations for heart rate estimation models lack direct performance correlation
Researchers have investigated the reliability and cross-dataset transferability of explainable AI (XAI) methods when applied to RhythmFormer, a model used for remote photoplethysmography (rPPG) which estimates cardiovas…
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New RhythmJEPA framework enhances physiological signal estimation from facial videos
Researchers have developed a new framework called RhythmJEPA for remote photoplethysmography (rPPG), which estimates physiological signals from facial videos. This method improves upon existing techniques by focusing on…
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PhysFlow deep learning framework enhances contactless pulse estimation from facial videos
Researchers have developed PhysFlow, a novel deep learning framework designed to improve the accuracy of remote photoplethysmography (rPPG) for contactless pulse estimation from facial videos. This new method addresses …
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StreamPPG enables low-latency, frame-wise rPPG estimation
Researchers have developed StreamPPG, a new architecture designed for low-latency estimation of blood volume pulse (BVP) signals from facial videos. Unlike previous methods that require extensive video clips and introdu…
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New XAI metrics enhance trust in AI for remote heart rate monitoring
Researchers have developed new methods to analyze the explainability of RhythmFormer, a transformer model used for remote photoplethysmography (rPPG). The study introduces quantitative metrics for faithfulness and skin …