Visual Face Recognition Using Bag of Dense Derivative Depth Patterns.

A novel biometric face recognition algorithm using depth cameras is proposed. The key contribution is the design of a novel and highly discriminative face image descriptor called bag of dense derivative depth patterns (Bag-D3P). This descriptor is composed of four different stages that fully exploit the characteristics of depth information: 1) dense spatial derivatives to encode the 3-D local stru...