| 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 | 0 |
| Using Photoplethysmography to Detect Real-time Blood Pressure Changes with a Calibration-free Deep Learning Model | Jul 3, 2024 | Photoplethysmography (PPG)Time Series Classification | —Unverified | 0 | 0 |
| Variability of morphology in beat-to-beat photoplethysmographic waveform quantified with unsupervised wave-shape manifold learning for clinical assessment | Dec 30, 2023 | Photoplethysmography (PPG) | —Unverified | 0 | 0 |
| Video-based sympathetic arousal assessment via peripheral blood flow estimation | Nov 12, 2023 | Photoplethysmography (PPG) | —Unverified | 0 | 0 |
| Visual Saliency Detection in Advanced Driver Assistance Systems | Jul 26, 2023 | Photoplethysmography (PPG)Saliency Detection | —Unverified | 0 | 0 |
| Wearable Accelerometer Foundation Models for Health via Knowledge Distillation | Dec 15, 2024 | Activity Recognitioncross-modal alignment | —Unverified | 0 | 0 |
| Uncertainty quantification with approximate variational learning for wearable photoplethysmography prediction tasks | May 16, 2025 | Photoplethysmography (PPG)Uncertainty Quantification | —Unverified | 0 | 0 |
| You can monitor your hydration level using your smartphone camera | Feb 12, 2024 | Binary ClassificationDimensionality Reduction | —Unverified | 0 | 0 |
| A Deep Learning Approach to Predict Blood Pressure from PPG Signals | Jul 30, 2021 | Photoplethysmography (PPG) | —Unverified | 0 | 0 |
| Greedy-optimized Approach for Interbeat Interval and Heart Rate Variability Daily Monitoring using Wearable PPG | Jan 7, 2023 | Heart Rate VariabilityPhotoplethysmography (PPG) | —Unverified | 0 | 0 |
| A low-cost PPG sensor-based empirical study on healthy aging based on changes in PPG morphology | Dec 20, 2023 | Binary ClassificationData Augmentation | —Unverified | 0 | 0 |
| A machine-learning sleep-wake classification model using a reduced number of features derived from photoplethysmography and activity signals | Aug 7, 2023 | Photoplethysmography (PPG)Sleep Quality | —Unverified | 0 | 0 |
| Am I fit for this physical activity? Neural embedding of physical conditioning from inertial sensors | Mar 22, 2021 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 | 0 |
| Amplitude-Independent Machine Learning for PPG through Visibility Graphs and Transfer Learning | May 23, 2023 | Photoplethysmography (PPG)Transfer Learning | —Unverified | 0 | 0 |
| A Multimodal Perceived Stress Classification Framework using Wearable Physiological Sensors | Jun 22, 2022 | ClassificationEEG | —Unverified | 0 | 0 |
| An Accurate Non-accelerometer-based PPG Motion Artifact Removal Technique using CycleGAN | Jun 22, 2021 | Generative Adversarial NetworkHeart Rate Variability | —Unverified | 0 | 0 |
| Analysis of CNN-based remote-PPG to understand limitations and sensitivities | Nov 7, 2019 | Photoplethysmography (PPG) | —Unverified | 0 | 0 |
| An Effective Entropy-assisted Mind-wandering Detection System with EEG Signals based on MM-SART Database | May 25, 2020 | channel selectionEEG | —Unverified | 0 | 0 |
| An Embedded Auto-Calibrated Offset Current Compensation Technique for PPG/fNIRS System | Jul 14, 2023 | Photoplethysmography (PPG) | —Unverified | 0 | 0 |
| An End-to-End and Accurate PPG-based Respiratory Rate Estimation Approach Using Cycle Generative Adversarial Networks | May 3, 2021 | Photoplethysmography (PPG)Respiratory Rate Estimation | —Unverified | 0 | 0 |
| A Novel 1D Generative Adversarial Network-based Framework for Atrial Fibrillation Detection using Restored Wrist Photoplethysmography Signals | Nov 13, 2023 | Atrial Fibrillation DetectionGenerative Adversarial Network | —Unverified | 0 | 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 | 0 |
| A Self-Supervised Algorithm for Denoising Photoplethysmography Signals for Heart Rate Estimation from Wearables | Jul 7, 2023 | DenoisingHeart rate estimation | —Unverified | 0 | 0 |
| A Sparse Sampling Sensor Front-end IC for Low Power Continuous SpO_2 \& HR Monitoring | Aug 13, 2022 | Photoplethysmography (PPG) | —Unverified | 0 | 0 |
| Blood Pressure Estimation from Photoplethysmogram Using a Spectro-Temporal Deep Neural Network | Aug 4, 2019 | Blood pressure estimationPhotoplethysmography (PPG) | —Unverified | 0 | 0 |
| Bootstrapping Vision-language Models for Self-supervised Remote Physiological Measurement | Jul 11, 2024 | Contrastive LearningPhotoplethysmography (PPG) | —Unverified | 0 | 0 |
| Camera PPG waveforms at the forehead | Jun 16, 2023 | Photoplethysmography (PPG) | —Unverified | 0 | 0 |
| Can gamification reduce the burden of self-reporting in mHealth applications? A feasibility study using machine learning from smartwatch data to estimate cognitive load | Feb 7, 2023 | Photoplethysmography (PPG) | —Unverified | 0 | 0 |
| Car-Driver Drowsiness Assessment through 1D Temporal Convolutional Networks | Jul 27, 2023 | Photoplethysmography (PPG) | —Unverified | 0 | 0 |
| CAST-Phys: Contactless Affective States Through Physiological signals Database | Jul 8, 2025 | Emotion RecognitionPhotoplethysmography (PPG) | —Unverified | 0 | 0 |
| Classification of Perceived Human Stress using Physiological Signals | May 13, 2019 | ClassificationEEG | —Unverified | 0 | 0 |
| Computationally efficient heart rate estimation during physical exercise using photoplethysmographic signals | Aug 28, 2017 | Heart rate estimationPhotoplethysmography (PPG) | —Unverified | 0 | 0 |
| Constraint Latent Space Matters: An Anti-anomalous Waveform Transformation Solution from Photoplethysmography to Arterial Blood Pressure | Feb 23, 2024 | ManagementPhotoplethysmography (PPG) | —Unverified | 0 | 0 |
| Contactless pulse rate assessment: Results and insights for application in driving simulator | May 2, 2025 | Photoplethysmography (PPG) | —Unverified | 0 | 0 |
| Continuous Cardiac Arrest Prediction in ICU using PPG Foundation Model | Feb 12, 2025 | Photoplethysmography (PPG)Prediction | —Unverified | 0 | 0 |
| Covfefe: A Computer Vision Approach For Estimating Force Exertion | Sep 25, 2018 | General ClassificationPhotoplethysmography (PPG) | —Unverified | 0 | 0 |
| Cuff-less Arterial Blood Pressure Waveform Synthesis from Single-site PPG using Transformer & Frequency-domain Learning | Jan 9, 2024 | DecoderPhotoplethysmography (PPG) | —Unverified | 0 | 0 |
| Deep Learning Classification of Photoplethysmogram Signal for Hypertension Levels | May 23, 2024 | Deep LearningPhotoplethysmography (PPG) | —Unverified | 0 | 0 |
| Deep Learning Systems for Advanced Driving Assistance | Apr 5, 2023 | Deep LearningPhotoplethysmography (PPG) | —Unverified | 0 | 0 |
| Deep PPG: Large-Scale Heart Rate Estimation with Convolutional Neural Networks | Jul 12, 2019 | Deep LearningHeart rate estimation | —Unverified | 0 | 0 |
| DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms | Jun 13, 2020 | DeepFake DetectionFace Swapping | —Unverified | 0 | 0 |
| Detecting Cognitive Impairment and Psychological Well-being among Older Adults Using Facial, Acoustic, Linguistic, and Cardiovascular Patterns Derived from Remote Conversations | Dec 12, 2024 | Photoplethysmography (PPG) | —Unverified | 0 | 0 |
| Efficient and Direct Inference of Heart Rate Variability using Both Signal Processing and Machine Learning | Mar 23, 2023 | Heart Rate VariabilityPhotoplethysmography (PPG) | —Unverified | 0 | 0 |
| Efficient Real-Time Camera Based Estimation of Heart Rate and Its Variability | Sep 3, 2019 | Heart Rate VariabilityPhotoplethysmography (PPG) | —Unverified | 0 | 0 |
| Efficient Remote Photoplethysmography with Temporal Derivative Modules and Time-Shift Invariant Loss | Mar 21, 2022 | Heart rate estimationPhotoplethysmography (PPG) | —Unverified | 0 | 0 |
| Embedding Temporal Convolutional Networks for Energy-Efficient PPG-Based Heart Rate Monitoring | Mar 1, 2022 | Neural Architecture SearchPhotoplethysmography (PPG) | —Unverified | 0 | 0 |
| EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation | Dec 20, 2024 | Data AugmentationHeart rate estimation | —Unverified | 0 | 0 |
| Enhancing Performance and User Engagement in Everyday Stress Monitoring: A Context-Aware Active Reinforcement Learning Approach | Jul 11, 2024 | Photoplethysmography (PPG)Reinforcement Learning (RL) | —Unverified | 0 | 0 |