Eigenfaces is one of the most popular method in face feature extraction and recognition.

On the basis of eigenfaces idea, this paper proposed a new method to detect faces using eigen skin color.

This paper makes comparison on theory and experimental data on Eigenfaces and its modified methods, analyses their advantages and disadvantages.