Feature extraction and classifier design are two important parts of pattern recognition system, so are in the field of face recognition. Combining the existing feature extraction theory with transformation methods is a primary research field for effective feature extraction, and applying the artificial neural networks to classification of face features is one of the effective approaches. Feature extraction theory with manifold methods and classifier based on neural networks are further discussed in this dis...