CLBP-300: A Real-World Video Dataset for Cuff-Less Blood Pressure Estimation via rPPG

CLBP-300 provides simultaneous facial video recordings and reference physiological measurements for 300 adult participants aged 18–65 years. Systolic and diastolic blood pressure, heart rate, and illuminance values were recorded using clinical monitors in indoor and outdoor environments. The dataset was created by Ali Al-Naji and last updated in May 2026.

Use Cases

• Developing remote blood pressure estimation models based on facial rPPG signals
• Evaluating algorithm performance under varying illuminance conditions based on recorded lux values
• Studying the correlation between facial video features and clinical blood pressure measurements

Strengths

• Includes 300 adult participants, addressing a limitation of small dataset size
• Contains reference physiological measurements from clinical electronic BP monitors
• Records illuminance values for both indoor and outdoor environments

Limitations

• Column-level documentation is absent; field semantics must be inferred after download
• The full dataset is under controlled access, requiring a formal Data Use Agreement

Provenance

Source

Ali Al-Naji

Collection Method

Simultaneous recordings of participants' faces and reference physiological measurements using clinical monitors.

Freshness

Last updated 2026-05-05 21:43:29; freshness should be verified