Aim To study the method and approach of feature extraction and selection in pattern recognition systems. Methods According to the characters of the entropy function
the effective features are obtained by means of the entropy analysis method. Results The separating degree of the recignized objects on the feature parameters are reflected exactly by the entropy analysis method. Conclusion This method will be of positive role for improving the recognition effect of pattern recognition systems.