Fusing Two Kinds of Virtual Samples for Small Sample Face Recognition

Algorithm 1

The CRC algorithm.

(1) Normalize the columns of and to have unit -norm

(2) Solve

   If is singular, , where is a small

positive constant and is the identity matrix.

   If is not singular, .

(3) Compute the regularized residuals

(4) Output the identity of as

  Identity =