A Hybrid Metric Estimation/Learning Model for K-NN Classifier

摘要

We propose the K-NN adaptive metric learning model with the asymptotic variance estimation for the face recognition. Variance estimation from small training samples is crucial for constructing the K-NN classifiers based on the Mahalanobis distance. The MD