Projects

TFW: Annotated Thermal Faces in the Wild Dataset

The dataset contains thermal images acquired in indoor (controlled) and outdoor (uncontrolled) environments. The indoor dataset was constructed using our previously published SpeakingFaces dataset. The outdoor dataset was collected using the same FLIR T540 thermal camera with a resolution of 464×348 pixels, a wave-band of 7.5–14 μm, the field of view 24, and an iron color palette. The dataset was manually annotated with face bounding boxes and five-point facial landmarks (the center of the right eye, the center of the left eye, the tip of the nose, the right outer corner of the mouth, the left outer corner of the mouth). The statistics for the dataset are as follows:

Environment# unique subjects# images# labeled faces
Indoor1425,1125,112
Outdoor154,0908,950
Total1459,20214,062

Examples of annotated images:

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