EMPD: An Event-based Multimodal Physiological Dataset for Remote Pulse Wave Detection
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Abstract (arXiv)
Remote photoplethysmography (rPPG) based on traditional frame-based cameras often struggles with motion artifacts and limited temporal resolution. To address these limitations, we introduce EMPD (Event-based Multimodal Physiological Dataset), the first benchmark dataset specifically designed for non-contact physiological sensing via event cameras. The dataset leverages a laser-assisted acquisition system where a high-coherence laser modulates subtle skin vibrations from the radial artery into significant signals detectable by a neuromorphic sensor. The hardware platform integrates a high-resolution event camera to capture micro-motions and intensity transients, an industrial RGB camera to provide traditional rPPG benchmarks, and a clinical-grade pulse oximeter to record ground truth PPG waveforms. EMPD contains 193 valid records collected from 83 subjects, covering a wide heart rate range (40-110 BPM) under both resting and post-exercise conditions. By providing precisely synchronized multimodal data with microsecond-level temporal precision, EMPD serves as a crucial resource for developing robust algorithms in the field of neuromorphic physiological monitoring. The dataset is publicly available at: https://doi.org/10.5281/zenodo.18765701
Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 8 of its 20 references that are in the map. First posted on arXiv 17 Mar 2026.
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8 of 20 references.
References · 8
- 2019Event-based Vision: A Surveycited by 1,016
- 2019Remote Photoplethysmograph Signal Measurement from Facial Videos Using Spatio-Temporal Networkscited by 128
- 2021PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference Transformercited by 120
- 2023MMPD: Multi-Domain Mobile Video Physiology Datasetcited by 57
- 2024RhythmFormer: Extracting Patterned rPPG Signals based on Periodic Sparse Attentioncited by 30
- 2022Face2PPG: An unsupervised pipeline for blood volume pulse extraction from facescited by 22
- 2024MSPM: A Multi-Site Physiological Monitoring Dataset for Remote Pulse, Respiration, and Blood Pressure Estimationcited by 4
- 2023Heart Rate Detection Using an Event Cameracited by 3
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