| pyVHR: a Python framework for remote photoplethysmography | Apr 15, 2022 | GPUHeart rate estimation | CodeCode Available | 2 |
| Efficient Deep Learning-based Estimation of the Vital Signs on Smartphones | Apr 13, 2022 | Deep LearningHeart rate estimation | CodeCode Available | 1 |
| Efficient Remote Photoplethysmography with Temporal Derivative Modules and Time-Shift Invariant Loss | Mar 21, 2022 | Heart rate estimationPhotoplethysmography (PPG) | —Unverified | 0 |
| Instantaneous Physiological Estimation using Video Transformers | Feb 24, 2022 | Heart rate estimation | CodeCode Available | 1 |
| 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 |
| TransPPG: Two-stream Transformer for Remote Heart Rate Estimate | Jan 26, 2022 | Heart rate estimationVocal Bursts Valence Prediction | —Unverified | 0 |
| Skin feature point tracking using deep feature encodings | Dec 28, 2021 | Heart rate estimationImage Registration | CodeCode Available | 0 |
| Assessment of Deep Learning-based Heart Rate Estimation using Remote Photoplethysmography under Different Illuminations | Jul 28, 2021 | Deep LearningHeart rate estimation | —Unverified | 0 |
| Self-supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss | Jul 16, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Non-contact PPG Signal and Heart Rate Estimation with Multi-hierarchical Convolutional Network | Apr 6, 2021 | Heart rate estimationOptical Flow Estimation | —Unverified | 0 |
| Remote Pulse Estimation in the Presence of Face Masks | Jan 11, 2021 | Data AugmentationHeart rate estimation | —Unverified | 0 |
| An Open Framework for Remote-PPG Methods and their Assessment | Nov 26, 2020 | Heart rate estimationPhotoplethysmography (PPG) | CodeCode Available | 1 |
| DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation | Oct 1, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Meta-rPPG: Remote Heart Rate Estimation Using a Transductive Meta-Learner | Jul 14, 2020 | Heart rate estimation | CodeCode Available | 1 |
| Heart Rate Estimation from Face Videos for Student Assessment: Experiments on edBB | Jun 1, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| A Comparative Evaluation of Heart Rate Estimation Methods using Face Videos | May 22, 2020 | Heart 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 |
| Deep-HR: Fast Heart Rate Estimation from Face Video Under Realistic Conditions | Feb 12, 2020 | Heart rate estimationregression | —Unverified | 0 |
| RhythmNet: End-to-end Heart Rate Estimation from Face via Spatial-temporal Representation | Oct 25, 2019 | Heart rate estimation | —Unverified | 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 |
| Deep PPG: Large-Scale Heart Rate Estimation with Convolutional Neural Networks | Jul 12, 2019 | Deep LearningHeart rate estimation | —Unverified | 0 |
| Active Stacking for Heart Rate Estimation | Mar 26, 2019 | Active LearningHeart rate estimation | —Unverified | 0 |
| PPGnet: Deep Network for Device Independent Heart Rate Estimation from Photoplethysmogram | Mar 21, 2019 | Heart rate estimationTransfer Learning | —Unverified | 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 |
| Heart Rate Estimation from Ballistocardiography Based on Hilbert Transform and Phase Vocoder | Sep 10, 2018 | Heart rate estimation | CodeCode Available | 0 |
| Computationally efficient heart rate estimation during physical exercise using photoplethysmographic signals | Aug 28, 2017 | Heart rate estimationPhotoplethysmography (PPG) | —Unverified | 0 |
| Unsupervised Heart-rate Estimation in Wearables With Liquid States and A Probabilistic Readout | Jul 18, 2017 | ClusteringGPU | —Unverified | 0 |
| Multiple Instance Dictionary Learning for Beat-to-Beat Heart Rate Monitoring from Ballistocardiograms | Jun 11, 2017 | Dictionary LearningHeart rate estimation | —Unverified | 0 |
| Spatial probabilistic pulsatility model for enhancing photoplethysmographic imaging systems | Jul 27, 2016 | Density EstimationHeart rate estimation | —Unverified | 0 |
| Self-Adaptive Matrix Completion for Heart Rate Estimation From Face Videos Under Realistic Conditions | Jun 1, 2016 | Heart rate estimationMatrix Completion | —Unverified | 0 |
| Heart Beat Characterization from Ballistocardiogram Signals using Extended Functions of Multiple Instances | May 16, 2016 | Heart rate estimationMultiple Instance Learning | —Unverified | 0 |
| A Novel Time-Varying Spectral Filtering Algorithm for Reconstruction of Motion Artifact Corrupted Heart Rate Signals During Intense Physical Activities Using a Wearable Photoplethysmogram Sensor | Dec 23, 2015 | Heart rate estimationHeart Rate Variability | —Unverified | 0 |
| The Munich Biovoice Corpus: Effects of Physical Exercising, Heart Rate, and Skin Conductance on Human Speech Production | May 1, 2014 | Binary ClassificationHeart rate estimation | —Unverified | 0 |
| Physiological Parameter Monitoring from Optical Recordings with a Mobile Phone | Jul 29, 2011 | Heart rate estimationHeart Rate Variability | —Unverified | 0 |