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eess.SP2024
EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation
Luca Benfenati, Sofia Belloni, Alessio Burrello +6
Heart rate (HR) estimation from photoplethysmography (PPG) signals is a key feature of modern wearable devices for health and wellness monitoring. While deep learning models show p…
eess.SP2022
Multi-Head Cross-Attentional PPG and Motion Signal Fusion for Heart Rate Estimation
Panagiotis Kasnesis, Lazaros Toumanidis, Alessio Burrello +2
Nowadays, Hearth Rate (HR) monitoring is a key feature of almost all wrist-worn devices exploiting photoplethysmography (PPG) sensors. However, arm movements affect the performance…