Pgu-Face: a dataset of partially covered facial images
The Pgu-Face dataset contains 896 images from 224 different subjects. All of the subjects was Iranian men and most of them live in tropical regions of the southwest of Iran. The range of age of the subject's was 16 to 82 years with average 27.89 years. In addition, we make the following information available for the subjects: age and quality of the camera in mega pixels.
Steps to reproduce
We captured four face images from any subject in two sessions with different figures. Images were taken in different conditions. Two sessions separated by minimum six days time. In the first session, two images were recorded, in an image the subject's face was not covered by any cover such as beard, mustache, glasses, etc. in a nearly clean-shaven countenance, and in the another image, the subjects wore a sunglasses. In the subsequent session, two images were recorded, in an image the subject's face covered only with beard and mustache, and then in another image the subjects wore a sunglasses.