Face Verification Based on Combination of Individual Eigenface Subspace and SVD
Xiao‐Jun Wu · 2005
An approach to face verification based on the integration of individual eigenface subspace and SVD is presented in which the wavelet transform is used to reduce the effect of expression on the face verification.An individual specific face subspace for each person is established in frequency space. An image of test face is projected to the individual face subspace.SVD vectors in the individual face subspace are computed in Euclidean distance for face verification.Experimental protocol is defined for ORL face database.Good results are obtained through the experiments and conducted to the ORL face image database.