VitalVideos
face video + contact PPG + BP/SpO2 (Europe-1, Africa-1, Worldwide)
PPG
Key facts
- Signals
- ppg
- Reference Labels
- hr, spo2, cuff-bp
- Sampling Rates
- Contact PPG ≈60 Hz (CMS50D+); HR/SpO2 1 Hz; video 30–60 fps
- Subjects
- 850
- License
- Custom licence: academic DTA (signed, institutional) or commercial on request (pj@vitalvideos.org)
Summary
P.-J. Toye (VitalVideos, Belgium). Europe-1 is described in arXiv 2306.11891: 850 participants, two 30-s videos each, synchronized PPG, one BP reading.
Updated: Oct 11, 2026
Related Research
- Geenjaar multimodal-supervision PPG FM
Foundation model
- PaPaGei-S
Foundation model
- PaPaGei: Open Foundation Models for Optical Physiological Signals
PaPaGei (Nokia Bell Labs) is the first fully open foundation model specifically for PPG signals — op
- A robust PPG foundation model using multimodal physiological supervision
Pretrains a PPG-only foundation model (1D ResNet-26 encoder) on MIMIC-III Waveform Database Matched
- A Multimodal Dataset for Investigating Working Memory in Presence of Music
Research dataset
- AAUWSS
Empatica E4 + PSG overnight sleep staging (n=13)