issai/SF_TL54-Thermal_Facial_Landmarks_Detection

SF-TL54: A Thermal Facial Landmark Dataset with Visual Pairs

Hugging Face Dataset Card

Summary

The SF-TL54 dataset contains 2,556 thermal-visual image pairs of 142 subjects. Each pair features manually annotated face bounding boxes and 54 facial landmarks. This dataset is derived from the larger SpeakingFaces dataset and is intended for research in thermal facial landmark detection. The dataset includes images in both thermal and visual spectrums, offering a unique resource for multimodal facial analysis.

Dataset Information

Attribute	Value
Name	SF-TL54
Description	Thermal Facial Landmark Dataset with Visual Pairs
Number of Subjects	142
Number of Images	2,556 (thermal-visual pairs)
Annotations	Face bounding boxes, 54 facial landmarks
Modality	Thermal and Visual
Source Dataset	SpeakingFaces

Example Image

Facial Landmark Order

Citations

@INPROCEEDINGS{9708901,
  author={Kuzdeuov, Askat and Koishigarina, Darina and Aubakirova, Dana and Abushakimova, Saniya and Varol, Huseyin Atakan},
  booktitle={2022 IEEE/SICE International Symposium on System Integration (SII)}, 
  title={SF-TL54: A Thermal Facial Landmark Dataset with Visual Pairs}, 
  year={2022},
  volume={},
  number={},
  pages={748-753},
  doi={10.1109/SII52469.2022.9708901}}

@Article{s21103465,
 AUTHOR = {Abdrakhmanova, Madina and Kuzdeuov, Askat and Jarju, Sheikh and Khassanov, Yerbolat and Lewis, Michael and Varol, Huseyin Atakan},
 TITLE = {SpeakingFaces: A Large-Scale Multimodal Dataset of Voice Commands with Visual and Thermal Video Streams},
 JOURNAL = {Sensors},
 VOLUME = {21},
 YEAR = {2021},
 NUMBER = {10},
 ARTICLE-NUMBER = {3465},
 URL = {https://www.mdpi.com/1424-8220/21/10/3465},
 ISSN = {1424-8220},
 DOI = {10.3390/s21103465}
}

GitHub Repository

https://github.com/IS2AI/thermal-facial-landmarks-detection