| Liquid Structural State-Space Models | Sep 26, 2022 | Heart rate estimationLong-range modeling | CodeCode Available | 2 |
| pyVHR: a Python framework for remote photoplethysmography | Apr 15, 2022 | GPUHeart rate estimation | CodeCode Available | 2 |
| ALPHA: AnomaLous Physiological Health Assessment Using Large Language Models | Nov 21, 2023 | Heart rate estimationPhotoplethysmography (PPG) | CodeCode Available | 1 |
| An Open Framework for Remote-PPG Methods and their Assessment | Nov 26, 2020 | Heart rate estimationPhotoplethysmography (PPG) | CodeCode Available | 1 |
| Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning | Sep 23, 2023 | Activity RecognitionContrastive Learning | CodeCode Available | 1 |
| 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 |
| Self-supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss | Jul 16, 2021 | Contrastive LearningData Augmentation | 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 |
| GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective Computing | Mar 9, 2024 | Emotion RecognitionFacial Action Unit Detection | CodeCode Available | 1 |
| Non-Contact Health Monitoring During Daily Personal Care Routines | Jun 11, 2025 | Heart rate estimationMulti-Task Learning | CodeCode Available | 1 |
| Heart Rate Estimation from Face Videos for Student Assessment: Experiments on edBB | Jun 1, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Meta-rPPG: Remote Heart Rate Estimation Using a Transductive Meta-Learner | Jul 14, 2020 | Heart rate estimation | CodeCode Available | 1 |
| Instantaneous Physiological Estimation using Video Transformers | Feb 24, 2022 | 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 |
| WildPPG: A Real-World PPG Dataset of Long Continuous Recordings | Dec 23, 2024 | Heart rate estimationPhotoplethysmography (PPG) | CodeCode Available | 1 |
| Efficient Deep Learning-based Estimation of the Vital Signs on Smartphones | Apr 13, 2022 | Deep LearningHeart rate estimation | CodeCode Available | 1 |
| DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation | Oct 1, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Efficient Remote Photoplethysmography with Temporal Derivative Modules and Time-Shift Invariant Loss | Mar 21, 2022 | Heart rate estimationPhotoplethysmography (PPG) | —Unverified | 0 |
| Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation | Jun 8, 2023 | Collaborative InferenceHeart rate estimation | —Unverified | 0 |
| EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation | Dec 20, 2024 | Data AugmentationHeart rate estimation | —Unverified | 0 |
| EVM-CNN: Real-Time Contactless Heart Rate Estimation from Facial Video | Dec 25, 2022 | Heart rate estimation | —Unverified | 0 |
| Foundation Model Hidden Representations for Heart Rate Estimation from Auscultation | May 27, 2025 | Heart rate estimation | —Unverified | 0 |
| Full-Body Cardiovascular Sensing with Remote Photoplethysmography | Mar 16, 2023 | Heart rate estimationPOS | —Unverified | 0 |
| Generalization of Video-Based Heart Rate Estimation Methods To Low Illumination and Elevated Heart Rates | Mar 11, 2025 | Deep LearningHeart rate estimation | —Unverified | 0 |
| Heart Beat Characterization from Ballistocardiogram Signals using Extended Functions of Multiple Instances | May 16, 2016 | Heart rate estimationMultiple Instance Learning | —Unverified | 0 |
| FastBVP-Net: a lightweight pulse extraction network for measuring heart rhythm via facial videos | Jun 25, 2022 | Heart rate estimationHeart Rate Variability | —Unverified | 0 |
| BYHE: A Simple Framework for Boosting End-to-end Video-based Heart Rate Measurement Network | Jul 4, 2022 | Heart rate estimationRhythm | —Unverified | 0 |
| A Comparative Evaluation of Heart Rate Estimation Methods using Face Videos | May 22, 2020 | Heart rate estimation | —Unverified | 0 |
| Active Inference for Closed-loop transmit beamsteering in Fetal Doppler Ultrasound | Oct 7, 2024 | Heart rate estimationPosition | —Unverified | 0 |
| Active Stacking for Heart Rate Estimation | Mar 26, 2019 | Active LearningHeart rate estimation | —Unverified | 0 |
| Adaptive Extensive Cancellation Algorithm and Harmonic Enhanced Heart Rate Estimation based on MMWave Radar | Mar 10, 2025 | Computational EfficiencyHeart rate estimation | —Unverified | 0 |
| An LLM-Powered Agent for Physiological Data Analysis: A Case Study on PPG-based Heart Rate Estimation | Feb 18, 2025 | Heart rate estimationTime Series | —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 |
| A Self-Supervised Algorithm for Denoising Photoplethysmography Signals for Heart Rate Estimation from Wearables | Jul 7, 2023 | DenoisingHeart rate estimation | —Unverified | 0 |
| Assessment of Deep Learning-based Heart Rate Estimation using Remote Photoplethysmography under Different Illuminations | Jul 28, 2021 | Deep LearningHeart rate estimation | —Unverified | 0 |
| Auto-FEDUS: Autoregressive Generative Modeling of Doppler Ultrasound Signals from Fetal Electrocardiograms | Apr 17, 2025 | Heart rate estimation | —Unverified | 0 |
| CodePhys: Robust Video-based Remote Physiological Measurement through Latent Codebook Querying | Feb 11, 2025 | Heart rate estimation | —Unverified | 0 |
| Computationally efficient heart rate estimation during physical exercise using photoplethysmographic signals | Aug 28, 2017 | Heart rate estimationPhotoplethysmography (PPG) | —Unverified | 0 |
| Dataset Creation Pipeline for Camera-Based Heart Rate Estimation | Mar 2, 2023 | DenoisingHeart rate estimation | —Unverified | 0 |
| Deep adaptative spectral zoom for improved remote heart rate estimation | Mar 11, 2024 | Heart rate estimation | —Unverified | 0 |
| Deep-HR: Fast Heart Rate Estimation from Face Video Under Realistic Conditions | Feb 12, 2020 | Heart rate estimationregression | —Unverified | 0 |
| Deep PPG: Large-Scale Heart Rate Estimation with Convolutional Neural Networks | Jul 12, 2019 | Deep LearningHeart rate estimation | —Unverified | 0 |
| Deep Pulse-Signal Magnification for remote Heart Rate Estimation in Compressed Videos | May 4, 2024 | Heart rate estimationVideo Compression | —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 |
| Spatial probabilistic pulsatility model for enhancing photoplethysmographic imaging systems | Jul 27, 2016 | Density EstimationHeart rate estimation | —Unverified | 0 |
| TAU: Modeling Temporal Consistency Through Temporal Attentive U-Net for PPG Peak Detection | Mar 13, 2025 | 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 |
| TransPPG: Two-stream Transformer for Remote Heart Rate Estimate | Jan 26, 2022 | Heart rate estimationVocal Bursts Valence Prediction | —Unverified | 0 |
| Unsupervised Heart-rate Estimation in Wearables With Liquid States and A Probabilistic Readout | Jul 18, 2017 | ClusteringGPU | —Unverified | 0 |
| Unsupervised Skin Feature Tracking with Deep Neural Networks | May 8, 2024 | Heart rate estimationImage Registration | —Unverified | 0 |