RGB-D Face Recognition System Verification Using Kinect and FRAV3D Databases
Poornima Krishnan, S. Naveen · Procedia Computer Science · 2015
This paper deals with a facial recognition system and its verification using the RGB-D data obtained from the Kinect and FRAV3D database. The FRAV3D database contains 106 subjects, which involves approximately one woman after every three men. The Kinect database has17 images per 31 persons.The proposed algorithm computes a descriptor based on the entropy of RGB-D faces along with the saliency feature obtained from a 2D face which is used as input to a tree bagger classifier to establish the identity.