{"total":128,"rows":[{"id":"2111.12082","title":"PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference Transformer","created":"2021-11-23","cited_by_count":120,"area":null},{"id":"2110.04447","title":"EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement","created":"2021-10-09","cited_by_count":73,"area":null},{"id":"2111.09748","title":"The Way to my Heart is through Contrastive Learning: Remote Photoplethysmography from Unlabelled Video","created":"2021-11-18","cited_by_count":66,"area":null},{"id":"2210.00716","title":"rPPG-Toolbox: Deep Remote PPG Toolbox","created":"2022-10-03","cited_by_count":64,"area":null},{"id":"2208.04378","title":"Contrast-Phys: Unsupervised Video-based Remote Physiological Measurement via Spatiotemporal Contrast","created":"2022-08-08","cited_by_count":48,"area":null},{"id":"2302.03548","title":"PhysFormer++: Facial Video-based Physiological Measurement with SlowFast Temporal Difference Transformer","created":"2023-02-07","cited_by_count":48,"area":null},{"id":"2104.07419","title":"TransRPPG: Remote Photoplethysmography Transformer for 3D Mask Face Presentation Attack Detection","created":"2021-04-15","cited_by_count":41,"area":null},{"id":"2303.07944","title":"Non-Contrastive Unsupervised Learning of Physiological Signals from Video","created":"2023-03-14","cited_by_count":37,"area":null},{"id":"2306.02301","title":"rPPG-MAE: Self-supervised Pre-training with Masked Autoencoders for Remote Physiological Measurement","created":"2023-06-04","cited_by_count":37,"area":null},{"id":"2309.06924","title":"Contrast-Phys+: Unsupervised and Weakly-supervised Video-based Remote Physiological Measurement via Spatiotemporal Contrast","created":"2023-09-13","cited_by_count":34,"area":null},{"id":"2402.12788","title":"RhythmFormer: Extracting Patterned rPPG Signals based on Periodic Sparse Attention","created":"2024-02-20","cited_by_count":30,"area":null},{"id":"2211.16922","title":"Learning Motion-Robust Remote Photoplethysmography through Arbitrary Resolution Videos","created":"2022-11-30","cited_by_count":26,"area":null},{"id":"2107.07695","title":"Self-supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss","created":"2021-07-16","cited_by_count":24,"area":null},{"id":"2109.10471","title":"The First Vision For Vitals (V4V) Challenge for Non-Contact Video-Based Physiological Estimation","created":"2021-09-22","cited_by_count":19,"area":null},{"id":"2106.06583","title":"Deception Detection and Remote Physiological Monitoring: A Dataset and Baseline Experimental Results","created":"2021-06-11","cited_by_count":16,"area":null},{"id":"2308.07771","title":"Dual-path TokenLearner for Remote Photoplethysmography-based Physiological Measurement with Facial Videos","created":"2023-08-15","cited_by_count":15,"area":null},{"id":"2409.12031","title":"PhysMamba: Efficient Remote Physiological Measurement with SlowFast Temporal Difference Mamba","created":"2024-09-18","cited_by_count":14,"area":"ssm"},{"id":"2411.01542","title":"FactorizePhys: Matrix Factorization for Multidimensional Attention in Remote Physiological Sensing","created":"2024-11-03","cited_by_count":14,"area":null},{"id":"2303.11573","title":"BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements","created":"2023-03-21","cited_by_count":13,"area":null},{"id":"2403.06947","title":"Advancing Generalizable Remote Physiological Measurement through the Integration of Explicit and Implicit Prior Knowledge","created":"2024-03-11","cited_by_count":13,"area":null},{"id":"2203.10882","title":"Efficient Remote Photoplethysmography with Temporal Derivative Modules and Time-Shift Invariant Loss","created":"2022-03-21","cited_by_count":12,"area":null},{"id":"2502.20879","title":"egoPPG: Heart Rate Estimation from Eye-Tracking Cameras in Egocentric Systems to Benefit Downstream Vision Tasks","created":"2025-02-28","cited_by_count":11,"area":null},{"id":"2509.24850","title":"PHASE-Net: Physics-Grounded Harmonic Attention System for Efficient Remote Photoplethysmography Measurement","created":"2025-09-29","cited_by_count":10,"area":null},{"id":"2305.04161","title":"Camera-Based HRV Prediction for Remote Learning Environments","created":"2023-05-07","cited_by_count":9,"area":null},{"id":"2203.05759","title":"Federated Remote Physiological Measurement with Imperfect Data","created":"2022-03-11","cited_by_count":7,"area":null},{"id":"2507.19172","title":"PhysDrive: A Multimodal Remote Physiological Measurement Dataset for In-vehicle Driver Monitoring","created":"2025-07-25","cited_by_count":7,"area":null},{"id":"2105.08822","title":"Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements Prediction","created":"2021-05-18","cited_by_count":6,"area":null},{"id":"2107.13193","title":"Assessment of Deep Learning-based Heart Rate Estimation using Remote Photoplethysmography under Different Illuminations","created":"2021-07-28","cited_by_count":6,"area":null},{"id":"2404.09378","title":"Orientation-conditioned Facial Texture Mapping for Video-based Facial Remote Photoplethysmography Estimation","created":"2024-04-14","cited_by_count":6,"area":null},{"id":"2407.13322","title":"Fully Test-Time rPPG Estimation via Synthetic Signal-Guided Feature Learning","created":"2024-07-18","cited_by_count":6,"area":null},{"id":"2104.02260","title":"Non-contact PPG Signal and Heart Rate Estimation with Multi-hierarchical Convolutional Network","created":"2021-04-06","cited_by_count":5,"area":null},{"id":"2303.09638","title":"Full-Body Cardiovascular Sensing with Remote Photoplethysmography","created":"2023-03-16","cited_by_count":5,"area":null},{"id":"2310.15043","title":"CalibrationPhys: Self-supervised Video-based Heart and Respiratory Rate Measurements by Calibrating Between Multiple Cameras","created":"2023-10-23","cited_by_count":5,"area":null},{"id":"2311.05100","title":"Self-similarity Prior Distillation for Unsupervised Remote Physiological Measurement","created":"2023-11-09","cited_by_count":5,"area":null},{"id":"2410.20552","title":"SympCam: Remote Optical Measurement of Sympathetic Arousal","created":"2024-10-27","cited_by_count":5,"area":null},{"id":"2604.00534","title":"FreqPhys: Repurposing Implicit Physiological Frequency Prior for Robust Remote Photoplethysmography","created":"2026-04-01","cited_by_count":5,"area":null},{"id":"2201.04039","title":"MobilePhys: Personalized Mobile Camera-Based Contactless Physiological Sensing","created":"2022-01-11","cited_by_count":4,"area":null},{"id":"2208.13840","title":"Perfusion assessment via local remote photoplethysmography (rPPG)","created":"2022-08-29","cited_by_count":4,"area":null},{"id":"2306.01141","title":"Privacy-Preserving Remote Heart Rate Estimation from Facial Videos","created":"2023-06-01","cited_by_count":4,"area":null},{"id":"2402.02224","title":"MSPM: A Multi-Site Physiological Monitoring Dataset for Remote Pulse, Respiration, and Blood Pressure Estimation","created":"2024-02-03","cited_by_count":4,"area":null},{"id":"2404.07855","title":"Resolve Domain Conflicts for Generalizable Remote Physiological Measurement","created":"2024-04-11","cited_by_count":4,"area":null},{"id":"2409.12040","title":"SFDA-rPPG: Source-Free Domain Adaptive Remote Physiological Measurement with Spatio-Temporal Consistency","created":"2024-09-18","cited_by_count":4,"area":null},{"id":"2508.17924","title":"Gaze into the Heart: A Multi-View Video Dataset for rPPG and Health Biomarkers Estimation","created":"2025-08-25","cited_by_count":4,"area":null},{"id":"2110.11525","title":"Digital and Physical-World Attacks on Remote Pulse Detection","created":"2021-10-21","cited_by_count":3,"area":null},{"id":"2402.11913","title":"PhySU-Net: Long Temporal Context Transformer for rPPG with Self-Supervised Pre-training","created":"2024-02-19","cited_by_count":3,"area":null},{"id":"2407.06653","title":"Toward Motion Robustness: A masked attention regularization framework in remote photoplethysmography","created":"2024-07-09","cited_by_count":3,"area":null},{"id":"2407.21402","title":"DD-rPPGNet: De-interfering and Descriptive Feature Learning for Unsupervised rPPG Estimation","created":"2024-07-31","cited_by_count":3,"area":null},{"id":"2407.21519","title":"PhysFlow: Skin tone transfer for remote heart rate estimation through conditional normalizing flows","created":"2024-07-31","cited_by_count":3,"area":null},{"id":"2502.03855","title":"Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling","created":"2025-02-06","cited_by_count":3,"area":null},{"id":"2506.09718","title":"Non-Contact Health Monitoring During Daily Personal Care Routines","created":"2025-06-11","cited_by_count":3,"area":null},{"id":"2511.05946","title":"Reperio-rPPG: Relational Temporal Graph Neural Networks for Periodicity Learning in Remote Physiological Measurement","created":"2025-11-08","cited_by_count":3,"area":null},{"id":"2110.03690","title":"Learning Higher-Order Dynamics in Video-Based Cardiac Measurement","created":"2021-10-07","cited_by_count":2,"area":null},{"id":"2110.07610","title":"Non-contact Atrial Fibrillation Detection from Face Videos by Learning Systolic Peaks","created":"2021-10-14","cited_by_count":2,"area":null},{"id":"2207.11886","title":"Deep learning based non-contact physiological monitoring in Neonatal Intensive Care Unit","created":"2022-07-25","cited_by_count":2,"area":null},{"id":"2305.15199","title":"Promoting Generalization in Cross-Dataset Remote Photoplethysmography","created":"2023-05-24","cited_by_count":2,"area":null},{"id":"2307.13110","title":"Automatic Infant Respiration Estimation from Video: A Deep Flow-based Algorithm and a Novel Public Benchmark","created":"2023-07-24","cited_by_count":2,"area":null},{"id":"2401.04560","title":"Phase-shifted remote photoplethysmography for estimating heart rate and blood pressure from facial video","created":"2024-01-09","cited_by_count":2,"area":null},{"id":"2403.06902","title":"Deep adaptative spectral zoom for improved remote heart rate estimation","created":"2024-03-11","cited_by_count":2,"area":null},{"id":"2404.08184","title":"Measuring Domain Shifts using Deep Learning Remote Photoplethysmography Model Similarity","created":"2024-04-12","cited_by_count":2,"area":null},{"id":"2404.13449","title":"SiNC+: Adaptive Camera-Based Vitals with Unsupervised Learning of Periodic Signals","created":"2024-04-20","cited_by_count":2,"area":null},{"id":"2407.13974","title":"Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference","created":"2024-07-19","cited_by_count":2,"area":null},{"id":"2408.01077","title":"PhysMamba: State Space Duality Model for Remote Physiological Measurement","created":"2024-08-02","cited_by_count":2,"area":null},{"id":"2410.19279","title":"UbiHR: Resource-efficient Long-range Heart Rate Sensing on Ubiquitous Devices","created":"2024-10-25","cited_by_count":2,"area":null},{"id":"2503.03783","title":"Passive Heart Rate Monitoring During Smartphone Use in Everyday Life","created":"2025-03-04","cited_by_count":2,"area":null},{"id":"2503.17269","title":"Recovering Pulse Waves from Video Using Deep Unrolling and Deep Equilibrium Models","created":"2025-03-21","cited_by_count":2,"area":null},{"id":"2504.01774","title":"Memory-efficient Low-latency Remote Photoplethysmography through Temporal-Spatial State Space Duality","created":"2025-04-02","cited_by_count":2,"area":null},{"id":"2507.14885","title":"BeatFormer: Efficient motion-robust remote heart rate estimation through unsupervised spectral zoomed attention filters","created":"2025-07-20","cited_by_count":2,"area":null},{"id":"2511.05833","title":"TYrPPG: Uncomplicated and Enhanced Learning Capability rPPG for Remote Heart Rate Estimation","created":"2025-11-08","cited_by_count":2,"area":"ssm"},{"id":"2603.19752","title":"PhysNeXt: Next-Generation Dual-Branch Structured Attention Fusion Network for Remote Photoplethysmography Measurement","created":"2026-03-20","cited_by_count":2,"area":null},{"id":"2603.22826","title":"MVRD-Bench: Multi-View Learning and Benchmarking for Dynamic Remote Photoplethysmography under Occlusion","created":"2026-03-24","cited_by_count":2,"area":null},{"id":"2101.04096","title":"Remote Pulse Estimation in the Presence of Face Masks","created":"2021-01-11","cited_by_count":1,"area":null},{"id":"2206.05687","title":"DRNet: Decomposition and Reconstruction Network for Remote Physiological Measurement","created":"2022-06-12","cited_by_count":1,"area":null},{"id":"2207.01697","title":"BYHE: A Simple Framework for Boosting End-to-end Video-based Heart Rate Measurement Network","created":"2022-07-04","cited_by_count":1,"area":null},{"id":"2303.06452","title":"Hallucinated Heartbeats: Anomaly-Aware Remote Pulse Estimation","created":"2023-03-11","cited_by_count":1,"area":null},{"id":"2307.12644","title":"Remote Bio-Sensing: Open Source Benchmark Framework for Fair Evaluation of rPPG","created":"2023-07-24","cited_by_count":1,"area":null},{"id":"2310.15388","title":"Remote Heart Rate Monitoring in Smart Environments from Videos with Self-supervised Pre-training","created":"2023-10-23","cited_by_count":1,"area":null},{"id":"2401.04801","title":"Refining Remote Photoplethysmography Architectures using CKA and Empirical Methods","created":"2024-01-09","cited_by_count":1,"area":null},{"id":"2503.11697","title":"Generalization of Video-Based Heart Rate Estimation Methods To Low Illumination and Elevated Heart Rates","created":"2025-03-11","cited_by_count":1,"area":null},{"id":"2506.21855","title":"Periodic-MAE: Periodic Video Masked Autoencoder for rPPG Estimation","created":"2025-06-27","cited_by_count":1,"area":null},{"id":"2509.25348","title":"Editing Physiological Signals in Videos Using Latent Representations","created":"2025-09-29","cited_by_count":1,"area":null},{"id":"2511.02349","title":"M3PD Dataset: Dual-view Photoplethysmography (PPG) Using Front-and-rear Cameras of Smartphones in Lab and Clinical Settings","created":"2025-11-04","cited_by_count":1,"area":null},{"id":"2511.18983","title":"UMCL: Unimodal-generated Multimodal Contrastive Learning for Cross-compression-rate Deepfake Detection","created":"2025-11-24","cited_by_count":1,"area":null},{"id":"2512.06888","title":"Overcoming Small Data Limitations in Video-Based Infant Respiration Estimation","created":"2025-12-07","cited_by_count":1,"area":null},{"id":"2512.14093","title":"Quality-Aware Framework for Video-Derived Respiratory Signals","created":"2025-12-16","cited_by_count":1,"area":null},{"id":"2601.00714","title":"KDPhys: An Attention Guided 3D to 2D Knowledge Distillation for Real-time Video-Based Physiological Measurement","created":"2026-01-02","cited_by_count":1,"area":"distill"},{"id":"2601.04159","title":"ToTMNet: FFT-Accelerated Toeplitz Temporal Mixing Network for Lightweight Remote Photoplethysmography","created":"2026-01-07","cited_by_count":1,"area":null},{"id":"2603.26699","title":"EMPD: An Event-based Multimodal Physiological Dataset for Remote Pulse Wave Detection","created":"2026-03-17","cited_by_count":1,"area":null},{"id":"2604.01675","title":"HOT: Harmonic-Constrained Optimal Transport for Remote Photoplethysmography Domain Adaptation","created":"2026-04-02","cited_by_count":1,"area":null},{"id":"2605.00882","title":"Intervention-Based Self-Supervised Learning: A Causal Probe Paradigm for Remote Photoplethysmography","created":"2026-04-26","cited_by_count":1,"area":null},{"id":"2606.28089","title":"RPM-Distill: Physiology-guided Adaptive Cross-modal Distillation for Robust Remote Physiological Measurement","created":"2026-06-26","cited_by_count":1,"area":null},{"id":"2606.31736","title":"Rhythm-Structured Predictive Learning for Remote Photoplethysmography","created":"2026-06-30","cited_by_count":1,"area":"ssm"},{"id":"2608.00066","title":"PhysAgent: A Multi-Agent Framework for Reliable Remote Heart Rate Estimation","created":"2026-07-29","cited_by_count":1,"area":null},{"id":"2203.03634","title":"Remote blood pressure measurement via spatiotemporal mapping of a short-time facial video","created":"2022-03-07","cited_by_count":0,"area":null},{"id":"2203.08289","title":"Driving Anomaly Detection Using Conditional Generative Adversarial Network","created":"2022-03-15","cited_by_count":0,"area":null},{"id":"2206.12558","title":"FastBVP-Net: a lightweight pulse extraction network for measuring heart rhythm via facial videos","created":"2022-06-25","cited_by_count":0,"area":null},{"id":"2308.14160","title":"A Unified Transformer-based Network for multimodal Emotion Recognition","created":"2023-08-27","cited_by_count":0,"area":null},{"id":"2403.09034","title":"rFaceNet: An End-to-End Network for Enhanced Physiological Signal Extraction through Identity-Specific Facial Contours","created":"2024-03-14","cited_by_count":0,"area":null},{"id":"2405.02652","title":"Deep Pulse-Signal Magnification for remote Heart Rate Estimation in Compressed Videos","created":"2024-05-04","cited_by_count":0,"area":null},{"id":"2407.04127","title":"Biometric Authentication Based on Enhanced Remote Photoplethysmography Signal Morphology","created":"2024-07-04","cited_by_count":0,"area":null},{"id":"2411.00919","title":"Internship Report: Benchmark of Deep Learning-based Imaging PPG in Automotive Domain","created":"2024-11-01","cited_by_count":0,"area":null}],"next_cursor":"100"}