| User Authentication and Vital Signs Extraction from Low-Frame-Rate and Monochrome No-contact Fingerprint Captures | Dec 10, 2024 | Heart rate estimationPhotoplethysmography (PPG) | —Unverified | 0 |
| Visual Heart Rate Estimation from RGB Facial Video using Spectral Reflectance | Aug 9, 2022 | Face DetectionHeart rate estimation | —Unverified | 0 |
| VitalLens: Take A Vital Selfie | Dec 11, 2023 | Heart rate estimationPOS | —Unverified | 0 |
| Weighted Combination and Singular Spectrum Analysis Based Remote Photoplethysmography Pulse Extraction in Low-light Environments | Mar 4, 2025 | Heart rate estimation | —Unverified | 0 |
| Physiological-Model-Based Neural Network for Heart Rate Estimation during Daily Physical Activities | Jun 11, 2025 | Heart rate estimation | —Unverified | 0 |
| Machine learning models and facial regions videos for estimating heart rate: a review on Patents, Datasets and Literature | Feb 17, 2022 | ArticlesHeart rate estimation | —Unverified | 0 |
| Model-driven Heart Rate Estimation and Heart Murmur Detection based on Phonocardiogram | Jul 25, 2024 | Heart rate estimationMulti-Task Learning | —Unverified | 0 |
| Multi-Head Cross-Attentional PPG and Motion Signal Fusion for Heart Rate Estimation | Oct 14, 2022 | Heart rate estimationPhotoplethysmography (PPG) | —Unverified | 0 |
| Non-contact PPG Signal and Heart Rate Estimation with Multi-hierarchical Convolutional Network | Apr 6, 2021 | Heart rate estimationOptical Flow Estimation | —Unverified | 0 |
| Multiple Instance Dictionary Learning for Beat-to-Beat Heart Rate Monitoring from Ballistocardiograms | Jun 11, 2017 | Dictionary LearningHeart rate estimation | —Unverified | 0 |
| Non-Contact Heart Rate Measurement from Deteriorated Videos | Apr 28, 2023 | DenoisingHeart rate estimation | —Unverified | 0 |
| Optimised Convolutional Neural Networks for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applications | Mar 30, 2020 | Activity RecognitionHeart rate estimation | —Unverified | 0 |
| PhysFlow: Skin tone transfer for remote heart rate estimation through conditional normalizing flows | Jul 31, 2024 | DiversityHeart rate estimation | —Unverified | 0 |
| Physiological Parameter Monitoring from Optical Recordings with a Mobile Phone | Jul 29, 2011 | Heart rate estimationHeart Rate Variability | —Unverified | 0 |
| PPG-based Heart Rate Estimation with Efficient Sensor Sampling and Learning Models | Mar 23, 2023 | Heart rate estimationPhotoplethysmography (PPG) | —Unverified | 0 |
| PPGnet: Deep Network for Device Independent Heart Rate Estimation from Photoplethysmogram | Mar 21, 2019 | Heart rate estimationTransfer Learning | —Unverified | 0 |
| Privacy-Preserving Remote Heart Rate Estimation from Facial Videos | Jun 1, 2023 | Heart rate estimationPrivacy Preserving | —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 |
| Recovering Pulse Waves from Video Using Deep Unrolling and Deep Equilibrium Models | Mar 21, 2025 | DenoisingHeart rate estimation | —Unverified | 0 |
| Remote Heart Rate Monitoring in Smart Environments from Videos with Self-supervised Pre-training | Oct 23, 2023 | Contrastive LearningHeart rate estimation | —Unverified | 0 |
| Remote Pulse Estimation in the Presence of Face Masks | Jan 11, 2021 | Data AugmentationHeart rate estimation | —Unverified | 0 |
| rFaceNet: An End-to-End Network for Enhanced Physiological Signal Extraction through Identity-Specific Facial Contours | Mar 14, 2024 | Heart rate estimation | —Unverified | 0 |
| RhythmNet: End-to-end Heart Rate Estimation from Face via Spatial-temporal Representation | Oct 25, 2019 | Heart rate estimation | —Unverified | 0 |
| Image Enhancement for Remote Photoplethysmography in a Low-Light Environment | Mar 16, 2023 | Face DetectionHeart rate estimation | CodeCode Available | 0 |
| Tiny-HR: Towards an interpretable machine learning pipeline for heart rate estimation on edge devices | Aug 16, 2022 | Heart rate estimationInterpretable Machine Learning | CodeCode Available | 0 |
| Heart rate estimation in intense exercise videos | Aug 4, 2022 | Heart rate estimationSuperpixels | CodeCode Available | 0 |
| Remote Heart Rate Measurement from Highly Compressed Facial Videos: an End-to-end Deep Learning Solution with Video Enhancement | Jul 27, 2019 | Heart rate estimationPhotoplethysmography (PPG) heart rate estimation | CodeCode Available | 0 |
| Demo: RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge | Aug 13, 2022 | Edge-computingHeart rate estimation | CodeCode Available | 0 |
| Skin feature point tracking using deep feature encodings | Dec 28, 2021 | Heart rate estimationImage Registration | CodeCode Available | 0 |
| CardiacMamba: A Multimodal RGB-RF Fusion Framework with State Space Models for Remote Physiological Measurement | Feb 19, 2025 | cross-modal alignmentFairness | CodeCode Available | 0 |
| Nightbeat: Heart Rate Estimation From a Wrist-Worn Accelerometer During Sleep | Nov 1, 2024 | Heart rate estimation | CodeCode Available | 0 |
| Heart Rate Estimation from Ballistocardiography Based on Hilbert Transform and Phase Vocoder | Sep 10, 2018 | Heart rate estimation | CodeCode Available | 0 |
| edBB-Demo: Biometrics and Behavior Analysis for Online Educational Platforms | Nov 16, 2022 | Action RecognitionHeart rate estimation | CodeCode Available | 0 |
| Non-contact photoplethysmogram and instantaneous heart rate estimation from infrared face video | Feb 14, 2019 | Heart rate estimation | CodeCode Available | 0 |
| SPECMAR: Fast Heart Rate Estimation from PPG Signal using a Modified Spectral Subtraction Scheme with Composite Motion Artifacts Reference Generation | Oct 15, 2018 | Heart rate estimation | CodeCode Available | 0 |