17. The face annotation system as recited in claim 16 , wherein the FRF module performs the selection of proper multiple MKL classifiers units through a specific layer of constructed database in the pyramid database unit by using a temporal-group context from personal collections of the current owner.
18. The face annotation method as recited in claim 17 , wherein the FRF module performs the fusion of multiple face identification results to merge the returned selected face identification results.