Abstract: The face recognition algorithm based on the hyper-feature patches model can obtain good identify effect in few or just one training examples.Compared with the other fashionable face recognition algorithm in present，it has much practical use and has solved the difficult problem of the low recognition rate caused by the single training example.The face recognition experiment with the ORL face databases shows that the recognition rate is high even in the single training example.