COMSATS Face: A Dataset of Face Images with Pose Variations, Its Design, and Aspects

Table 2

Available datasets along with their features.

Database	Images	Features
AT&T 29 LFW	400 images with 40 people	Light and expression variations with glasses
AR face 21	4000 images with 126 people	Expression, occlusion, illumination, and frontal pose
Face recognition data	395 subjects and 20 images/subject	18–20 years old with some older subjects. Some subjects have beards and glasses
FERET 23	Containing 14126 images with 199 subjects	Pose, expression and time variations, colour images
Yale face 15	15 subjects with 165 images	Eyeglasses, expressions, and lightening
Yale face B 10	10 subjects with 5760 images	Illumination and pose variation
The Extended M2VTS database, University of Surrey, UK	Four recordings of 295 subjects	Speaking headshot, rotating headshot, high-quality colour images
JAFFE database	213 images of 10 female models	Seven facial expressions
PIE database, CMU 68	41368 images with 68 subjects	Illumination expression and pose
CMU Multi-PIE	750000 facial images of 337 subjects	Nineteen poses and different viewpoints
LFW database	More than 13000 images with 1680 subjects	Pose, illumination, expression background variation, and occlusion