mlsanityData to 14 Oct 2026

EMPD: An Event-based Multimodal Physiological Dataset for Remote Pulse Wave Detection

arXiv 2603.26699 ↗First posted 17 Mar 2026eess.SP cs.CV cs.LGcited by 1

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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

  1. 2019Event-based Vision: A Surveycited by 1,016
  2. 2019Remote Photoplethysmograph Signal Measurement from Facial Videos Using Spatio-Temporal Networkscited by 128
  3. 2021PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference Transformercited by 120
  4. 2023MMPD: Multi-Domain Mobile Video Physiology Datasetcited by 57
  5. 2024RhythmFormer: Extracting Patterned rPPG Signals based on Periodic Sparse Attentioncited by 30
  6. 2022Face2PPG: An unsupervised pipeline for blood volume pulse extraction from facescited by 22
  7. 2024MSPM: A Multi-Site Physiological Monitoring Dataset for Remote Pulse, Respiration, and Blood Pressure Estimationcited by 4
  8. 2023Heart Rate Detection Using an Event Cameracited by 3

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