Embodiments of the present invention disclose a method and an apparatus for generating a facial feature verification model. The method includes: acquiring N input facial images; performing feature extraction on the N input facial images, to obtain an original feature representation of each facial image, and forming a face sample library according to obtained original feature representations; grouping samples corresponding to one person with an independent identity in the face sample library; for samples of each person with an independent identity, obtaining an intrinsic representation of each group of face samples in at least two groups of face samples according to manifold relevance determination; training a training sample set of the intrinsic representation, to obtain a Bayesian model of the intrinsic representation; and obtaining a facial feature verification model according to a preset model mapping relationship and the Bayesian model of the intrinsic representation. In the method and apparatus for generating a facial feature verification model in the embodiments of the present invention, complexity is low and a calculation amount is small.
METHOD AND APPARATUS FOR GENERATING FACIAL FEATURE VERIFICATION MODEL