Hearables: In-Ear Multimodal Data Fusion for Robust Heart Rate Estimation
Background: Ambulatory heart rate (HR) monitors that acquire electrocardiogram (ECG) or/and photoplethysmographm (PPG) signals from the torso, wrists, or ears are notably less accurate in tasks associated with high levels of movement compared to clinical
Marek Żyliński +6 more
doaj +2 more sources
Radar-Based Heart Rate Estimation Method Under Respiratory Harmonic Interference [PDF]
Non-contact vital sign monitoring using millimeter-wave radar has emerged as a promising alternative to contact-based devices for continuous healthcare and elderly care applications. However, accurate heart rate estimation remains challenging because the
Didi Xu +4 more
doaj +2 more sources
Validity and Reliability of the Heart Rate Matching Task: A Novel Measure of Heart Rate Estimation. [PDF]
ABSTRACT Sensing and monitoring changes in our heart rate is a key aspect of interoception. We introduce and test the construct validity of the Heart Rate Matching task (HRM), a novel, fast and accessible task designed to assess the ability to estimate heart rate, in both remote (i.e., online) and in‐lab settings.
Moffatt JA +3 more
europepmc +2 more sources
RealSense = real heart rate: Illumination invariant heart rate estimation from videos [PDF]
Recent studies validated the feasibility of estimating heart rate from human faces in RGB video. However, test subjects are often recorded under controlled conditions, as illumination variations significantly affect the RGB-based heart rate estimation accuracy.
Chen, J. (Jie) +6 more
openaire +5 more sources
Towards Heart Rate Estimation in Complex Multi-Target Scenarios: A High-Precision FMCW Radar Scheme Integrating HDBS and VLW [PDF]
Non-contact heart rate estimation technology based on frequency-modulated continuous wave (FMCW) radar has garnered extensive attention in single-target scenarios, yet it remains underexplored in multi-target environments.
Xuefei Dong +5 more
doaj +2 more sources
Heart rate estimation in intense exercise videos
Estimating heart rate from video allows non-contact health monitoring with applications in patient care, human interaction, and sports. Existing work can robustly measure heart rate under some degree of motion by face tracking.
Yeshwanth Napolean +5 more
semanticscholar +6 more sources
HBP-net for robust remote heart rate estimation using heartbeat probability [PDF]
Summary: Remote photoplethysmography (rPPG) enables contactless heart rate monitoring but remains vulnerable to motion and lighting changes. We address this by reframing heart rate estimation as a heartbeat detection problem, bypassing the need to ...
Xiaolang Ye +6 more
doaj +2 more sources
Adaptive Beat-to-Beat Heart Rate Estimation in Ballistocardiograms [PDF]
A ballistocardiograph records the mechanical activity of the heart. We present a novel algorithm for the detection of individual heart beats and beat-to-beat interval lengths in ballistocardiograms (BCGs) from healthy subjects. An automatic training step based on unsupervised learning techniques is used to extract the shape of a single heart beat from ...
Steffen Leonhardt
exaly +3 more sources
Heart Rate Estimation Considering Reconstructed Signal Features Based on Variational Mode Decomposition via Multiple-Input Multiple-Output Frequency Modulated Continuous Wave Radar [PDF]
Accurate heart rate estimation using Doppler radar and Frequency Modulated Continuous Wave (FMCW) radar is highly valued for privacy protection and the ability to measure through clothing.
Sara Nakatani +2 more
doaj +2 more sources
Smartphone System for Heart Rate and Breathing Rate Estimation
In this short article, we present a new method to use a smartphone placed unattached on a subject’s chest in the supine position to obtain heartbeat and breathing signals and estimate heart and breathing rates, simultaneously.
Amit Nayak, Miodrag Bolic
doaj +2 more sources

