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| Main Author: | |
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| Format: | Preprint |
| Published: |
2023
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2306.11891 |
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| _version_ | 1866918006204923904 |
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| author | Toye, Pieter-Jan |
| author_facet | Toye, Pieter-Jan |
| contents | We collected a large dataset consisting of 850 unique participants. For every participant we recorded two 30 second uncompressed videos, synchronized PPG waveforms and a single blood pressure measurement. Gender, age and skin color were also registered for every participant. The dataset includes roughly equal numbers of males and females, as well as participants of all ages. While the skin color distribution could have been more balanced, the dataset contains individuals from every skin color. The data was collected in a diverse set of locations to ensure a wide variety of backgrounds and lighting conditions. In an effort to assist in the research and development of remote vital sign measurement we are now opening up access to this dataset.
vitalvideos.org for all datasets. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2306_11891 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | VitalVideos-Europe: A dataset of face videos with PPG and blood pressure ground truths Toye, Pieter-Jan Computer Vision and Pattern Recognition We collected a large dataset consisting of 850 unique participants. For every participant we recorded two 30 second uncompressed videos, synchronized PPG waveforms and a single blood pressure measurement. Gender, age and skin color were also registered for every participant. The dataset includes roughly equal numbers of males and females, as well as participants of all ages. While the skin color distribution could have been more balanced, the dataset contains individuals from every skin color. The data was collected in a diverse set of locations to ensure a wide variety of backgrounds and lighting conditions. In an effort to assist in the research and development of remote vital sign measurement we are now opening up access to this dataset. vitalvideos.org for all datasets. |
| title | VitalVideos-Europe: A dataset of face videos with PPG and blood pressure ground truths |
| topic | Computer Vision and Pattern Recognition |
| url | https://arxiv.org/abs/2306.11891 |