VIPL-HR is a less-constrained multi-camera face-video heart-rate corpus with 107 subjects and VIS/NIR recordings from the CAS VIPL group (ACCV 2018). Access requires a signed institutional research-only release agreement.
- License
EULA — research only; universities/institutes; commercial prohibited (VIPL release agreement)
- Type
- Dataset
- DOI
- Not reported
- Licence
- EULA — research only; universities/institutes; commercial prohibited (VIPL release agreement)
- Access
- Gated / on request
- Subjects
- 107
- PPG sites
- Not reported
- Setting
- Not reported
- Wrist
- Not reported
- Raw waveforms
- Not reported
- Tasks
- Not reported
- Updated
- Oct 24, 2026

Key numbers
How it works
No model in the hub reports results on this dataset yet.
- Reference labels
- hr
Models trained or evaluated on it
FAQ
How many subjects are in VIPL-HR?
VIPL-HR has data from 107 subjects, as listed in its research record.
What signals does VIPL-HR include?
VIPL-HR includes video and PPG data.
How do I get VIPL-HR, and what is its licence?
It is available from https://vipl.ict.ac.cn/en/resources/databases/201811/t20181129_32716.html. Access is controlled by the host (for example registration, credentialing or a data use agreement), so check the source page for the steps. Licence: EULA — research only; universities/institutes; commercial prohibited (VIPL release agreement).
Cite
No citation metadata yet.
Cite the ChatPPG record
Cite the dated snapshot 2026-10 for a fixed, reproducible version. Please also cite the original publications listed above.
APA
ChatPPG. (2026). VIPL-HR: dataset record (Version 2026-10) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/datasets/vipl-hr
BibTeX
@misc{chatppg_dataset_vipl_hr,
author = {{ChatPPG}},
title = {{VIPL-HR: dataset record}},
year = {2026},
month = oct,
version = {2026-10},
howpublished = {\url{https://chatppg.com/research/datasets/vipl-hr}},
note = {ChatPPG Research Hub, Snapshot 2026-10, https://chatppg.com/research/snapshots/2026-10}
}CITATION.cff
cff-version: 1.2.0 message: "If you use this resource, please cite it as below." type: dataset title: "VIPL-HR: dataset record" authors: - name: "ChatPPG" url: "https://chatppg.com/research/datasets/vipl-hr" repository-artifact: "https://chatppg.com/research/snapshots/2026-10" version: "2026-10" date-released: "2026-10-24"
History
Record updated
Papers
- Analysis of factors affecting the predictive performance of foundation models for PPG signals (Ljubljana MSc thesis)Same task: Heart rateUniversity of Ljubljana repository, MSc th · 2026
CITRUS: Candidate Inference and Temporal-tracking for Reliable, Unobtrusive Sensing of Wearable Heart Rate under MotionSame task: Heart rateMSc/PhD thesis, Tsinghua University · 2026- Context-dependent age-group performance hierarchies limit fairness interventions in PPG-based heart rate predictionSame task: Heart ratemedRxiv preprint 2026-06-05 · 2026
Datasets
- MMSE-HRSame task: Heart rateHR subset of BP4D+ / MMSE multimodal emotion corpus40 subjects · PPG · Video
MPU-rPPGSame task: Heart rate2K/60 fps multi-region (face, arms, hands, legs) rPPG video with CMS60D oximeter PPG (n=50, 20 h)50 subjects · PPG · SpO₂ · Video- VIPL-HR-V2Same task: Heart rateextended VIPL face-video HR corpus (CAS VIPL)500 subjects · PPG · Video
