Datasets › UBFC-rPPG
UBFC-rPPG (Univ. Bourgogne Franche-Comté Remote PhotoPlethysmoGraphy)
We introduce here a new database called UBFC-rPPG (stands for Univ. Bourgogne Franche-Comté Remote PhotoPlethysmoGraphy) comprising two datasets that are focused specifically on rPPG analysis. The UBFC-RPPG database was created using a custom C++ application for video acquisition with a simple low cost webcam (Logitech C920 HD Pro) at 30fps with a resolution of 640x480 in uncompressed 8-bit RGB format. A CMS50E transmissive pulse oximeter was used to obtain the ground truth PPG data comprising the PPG waveform as well as the PPG heart rates. During the recording, the subject sits in front of the camera (about 1m away from the camera) with his/her face visible. All experiments are conducted indoors with a varying amount of sunlight and indoor illumination. The link to download the complete video dataset is available on request. A basic Matlab implementation can also be provided to read ground truth data acquired with a pulse oximeter.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Photoplethysmography (PPG) heart rate estimation | UBFC-rPPG | DRNet MAE 0.42 | DRNet: Decomposition and Reconstruction Network for... | yuhang1070/rPPG_Strong_Baseline +2 | 8 | Compare |
Papers archive 2025-07-28
7 shown of 7 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 69. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios | 1 | 1 | 4 Apr 2025 | not harvested |
| Real-Time Monitoring of User Stress, Heart Rate and Heart Rate Variability on Mobile Devices | 0 | 1 | 4 Oct 2022 | not harvested |
| DRNet: Decomposition and Reconstruction Network for Remote Physiological Measurement | 3 | 1 | 12 Jun 2022 | not harvested |
| EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement | 0 | 2 | 9 Oct 2021 | not harvested |
| Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement | 3 | 1 | 6 Jun 2020 | ran 0 of 8 samples (8 unverified) |
| Robust Pulse Rate From Chrominance-Based rPPG | 0 | 1 | 4 Jun 2013 | not harvested |
| Advancements in Noncontact, Multiparameter Physiological Measurements Using a Webcam | 0 | 1 | 14 Oct 2010 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
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Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- UBFC-rPPG
1 variant name, as the archive lists them.
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