| pyVHR: a Python framework for remote photoplethysmography | Apr 15, 2022 | GPUHeart rate estimation | CodeCode Available | 2 | 5 |
| Liquid Structural State-Space Models | Sep 26, 2022 | Heart rate estimationLong-range modeling | CodeCode Available | 2 | 5 |
| GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective Computing | Mar 9, 2024 | Emotion RecognitionFacial Action Unit Detection | CodeCode Available | 1 | 5 |
| Heart Rate Estimation from Face Videos for Student Assessment: Experiments on edBB | Jun 1, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate from a Smartwatch | May 2, 2024 | Data AugmentationDeep Learning | CodeCode Available | 1 | 5 |
| Efficient Deep Learning-based Estimation of the Vital Signs on Smartphones | Apr 13, 2022 | Deep LearningHeart rate estimation | CodeCode Available | 1 | 5 |
| Self-supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss | Jul 16, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| Meta-rPPG: Remote Heart Rate Estimation Using a Transductive Meta-Learner | Jul 14, 2020 | Heart rate estimation | CodeCode Available | 1 | 5 |
| DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation | Oct 1, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| ALPHA: AnomaLous Physiological Health Assessment Using Large Language Models | Nov 21, 2023 | Heart rate estimationPhotoplethysmography (PPG) | CodeCode Available | 1 | 5 |
| An Open Framework for Remote-PPG Methods and their Assessment | Nov 26, 2020 | Heart rate estimationPhotoplethysmography (PPG) | CodeCode Available | 1 | 5 |
| Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning | Sep 23, 2023 | Activity RecognitionContrastive Learning | CodeCode Available | 1 | 5 |
| Non-Contact Health Monitoring During Daily Personal Care Routines | Jun 11, 2025 | Heart rate estimationMulti-Task Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| WildPPG: A Real-World PPG Dataset of Long Continuous Recordings | Dec 23, 2024 | Heart rate estimationPhotoplethysmography (PPG) | CodeCode Available | 1 | 5 |
| DRNet: Decomposition and Reconstruction Network for Remote Physiological Measurement | Jun 12, 2022 | Heart rate estimationPhotoplethysmography (PPG) heart rate estimation | CodeCode Available | 1 | 5 |
| Instantaneous Physiological Estimation using Video Transformers | Feb 24, 2022 | Heart rate estimation | CodeCode Available | 1 | 5 |
| Heart Rate Estimation from Ballistocardiography Based on Hilbert Transform and Phase Vocoder | Sep 10, 2018 | Heart rate estimation | CodeCode Available | 0 | 5 |
| Heart rate estimation in intense exercise videos | Aug 4, 2022 | Heart rate estimationSuperpixels | CodeCode Available | 0 | 5 |
| Image Enhancement for Remote Photoplethysmography in a Low-Light Environment | Mar 16, 2023 | Face DetectionHeart rate estimation | CodeCode Available | 0 | 5 |
| 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 | 5 |
| 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 | 5 |
| Demo: RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge | Aug 13, 2022 | Edge-computingHeart rate estimation | CodeCode Available | 0 | 5 |
| Nightbeat: Heart Rate Estimation From a Wrist-Worn Accelerometer During Sleep | Nov 1, 2024 | Heart rate estimation | CodeCode Available | 0 | 5 |
| edBB-Demo: Biometrics and Behavior Analysis for Online Educational Platforms | Nov 16, 2022 | Action RecognitionHeart rate estimation | CodeCode Available | 0 | 5 |
| CardiacMamba: A Multimodal RGB-RF Fusion Framework with State Space Models for Remote Physiological Measurement | Feb 19, 2025 | cross-modal alignmentFairness | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Skin feature point tracking using deep feature encodings | Dec 28, 2021 | Heart rate estimationImage Registration | CodeCode Available | 0 | 5 |
| Non-contact photoplethysmogram and instantaneous heart rate estimation from infrared face video | Feb 14, 2019 | Heart rate estimation | CodeCode Available | 0 | 5 |
| Non-contact PPG Signal and Heart Rate Estimation with Multi-hierarchical Convolutional Network | Apr 6, 2021 | Heart rate estimationOptical Flow Estimation | —Unverified | 0 | 0 |
| Multiple Instance Dictionary Learning for Beat-to-Beat Heart Rate Monitoring from Ballistocardiograms | Jun 11, 2017 | Dictionary LearningHeart rate estimation | —Unverified | 0 | 0 |
| Non-Contact Heart Rate Measurement from Deteriorated Videos | Apr 28, 2023 | DenoisingHeart rate estimation | —Unverified | 0 | 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 | 0 |
| PhysFlow: Skin tone transfer for remote heart rate estimation through conditional normalizing flows | Jul 31, 2024 | DiversityHeart rate estimation | —Unverified | 0 | 0 |
| Physiological Parameter Monitoring from Optical Recordings with a Mobile Phone | Jul 29, 2011 | Heart rate estimationHeart Rate Variability | —Unverified | 0 | 0 |
| PPG-based Heart Rate Estimation with Efficient Sensor Sampling and Learning Models | Mar 23, 2023 | Heart rate estimationPhotoplethysmography (PPG) | —Unverified | 0 | 0 |
| PPGnet: Deep Network for Device Independent Heart Rate Estimation from Photoplethysmogram | Mar 21, 2019 | Heart rate estimationTransfer Learning | —Unverified | 0 | 0 |
| Privacy-Preserving Remote Heart Rate Estimation from Facial Videos | Jun 1, 2023 | Heart rate estimationPrivacy Preserving | —Unverified | 0 | 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 | 0 |
| Recovering Pulse Waves from Video Using Deep Unrolling and Deep Equilibrium Models | Mar 21, 2025 | DenoisingHeart rate estimation | —Unverified | 0 | 0 |
| Remote Heart Rate Monitoring in Smart Environments from Videos with Self-supervised Pre-training | Oct 23, 2023 | Contrastive LearningHeart rate estimation | —Unverified | 0 | 0 |
| Remote Pulse Estimation in the Presence of Face Masks | Jan 11, 2021 | Data AugmentationHeart rate estimation | —Unverified | 0 | 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 | 0 |
| RhythmNet: End-to-end Heart Rate Estimation from Face via Spatial-temporal Representation | Oct 25, 2019 | Heart rate estimation | —Unverified | 0 | 0 |
| Self-Adaptive Matrix Completion for Heart Rate Estimation From Face Videos Under Realistic Conditions | Jun 1, 2016 | Heart rate estimationMatrix Completion | —Unverified | 0 | 0 |
| Spatial probabilistic pulsatility model for enhancing photoplethysmographic imaging systems | Jul 27, 2016 | Density EstimationHeart rate estimation | —Unverified | 0 | 0 |
| TAU: Modeling Temporal Consistency Through Temporal Attentive U-Net for PPG Peak Detection | Mar 13, 2025 | Heart rate estimationHeart Rate Variability | —Unverified | 0 | 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 | 0 |
| TransPPG: Two-stream Transformer for Remote Heart Rate Estimate | Jan 26, 2022 | Heart rate estimationVocal Bursts Valence Prediction | —Unverified | 0 | 0 |
| Unsupervised Heart-rate Estimation in Wearables With Liquid States and A Probabilistic Readout | Jul 18, 2017 | ClusteringGPU | —Unverified | 0 | 0 |