Datasets:
metadata
license: mit
task_categories:
- object-detection
tags:
- thermal faces
- thermal facial landmarks
pretty_name: tfw
size_categories:
- 1K<n<10K
TFW: Annotated Thermal Faces in the Wild Dataset Card
Paper: TFW: Annotated Thermal Faces in the Wild Dataset (IEEE)
GitHub: https://github.com/IS2AI/TFW
Description:
The TFW dataset provides thermal images collected in a controlled indoor (c-indoor
), semi-controlled indoor (s-indoor
), and
uncontrolled outdoor (u-outdoor
) environments. The dataset was manually annotated with facial bounding boxes and 5-point facial landmarks.
Environment | Subjects | Images | Labeled faces | Visual pair |
---|---|---|---|---|
c-indoor | 142 | 5,112 | 5,112 | yes |
s-indoor | 9 | 780 | 1,748 | yes |
u-outdoor | 15 | 4,090 | 9,649 | no |
combined | 147 | 9,982 | 16,509 | yes & no |
Citation:
@ARTICLE{9781417,
author={Kuzdeuov, Askat and Aubakirova, Dana and Koishigarina, Darina and Varol, Huseyin Atakan},
journal={IEEE Transactions on Information Forensics and Security},
title={TFW: Annotated Thermal Faces in the Wild Dataset},
year={2022},
volume={17},
number={},
pages={2084-2094},
doi={10.1109/TIFS.2022.3177949}}