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Edema Estimation From Facial Images Taken Before and After Dialysis via Contrastive Multi-Patient Pre-Training
Edema is a common symptom of kidney disease, and quantitative measurement of edema is desired.
Blood Oxygen Saturation Estimation from Facial Video via DC and AC components of Spatio-temporal Map
Our method constructs CNN models that consider the direct current (DC) and alternating current (AC) components extracted from the RGB signals of facial videos, which are important in the principle of SpO2 estimation.
Adaptive Heart Rate Estimation from Face Videos
We propose a novel heart rate (HR) estimation method from facial videos that dynamically adapts the HR pulse extraction algorithm to separately deal with noise from 'rigid' head motion and 'non-rigid' facial expression.
Signal Processing
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