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Photoplethysmography (PPG) heart rate estimation

Estimating heart rate from the photoplethysmogram (PPG) signal

Papers

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Showing 1–10 of 13 papers

Title	Date	Tasks	Status	Hype
pyVHR: a Python framework for remote photoplethysmography	Apr 15, 2022	GPUHeart rate estimation	CodeCode Available	2
BeliefPPG: Uncertainty-aware Heart Rate Estimation from PPG signals via Belief Propagation	Jun 13, 2023	Heart rate estimationPhotoplethysmography (PPG) heart rate estimation	CodeCode Available	1
Detecting beats in the photoplethysmogram: benchmarking open-source algorithms	Jul 19, 2022	BenchmarkingPhotoplethysmography (PPG) beat detection	CodeCode Available	1
DRNet: Decomposition and Reconstruction Network for Remote Physiological Measurement	Jun 12, 2022	Heart rate estimationPhotoplethysmography (PPG) heart rate estimation	CodeCode Available	1
KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate from a Smartwatch	May 2, 2024	Data AugmentationDeep Learning	CodeCode Available	1
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement	Jun 6, 2020	CPUPhotoplethysmography (PPG) heart rate estimation	CodeCode Available	1
Time series saliency maps: explaining models across multiple domains	May 19, 2025	Explainable Artificial Intelligence (XAI)Interpretability Techniques for Deep Learning	CodeCode Available	1
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement	Oct 9, 2021	Face DetectionPhotoplethysmography (PPG) heart rate estimation	—Unverified	0
Real-Time Monitoring of User Stress, Heart Rate and Heart Rate Variability on Mobile Devices	Oct 4, 2022	Heart rate estimationHeart Rate Variability	—Unverified	0
Robust Pulse Rate From Chrominance-Based rPPG	Jun 4, 2013	blind source separationPhotoplethysmography (PPG) heart rate estimation	—Unverified	0

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