Abstract: The basic principle of fuzzy pattern recognition was briefly introduced with focus on fuzzy rules and fuzzy inference system.The algorithm procedure of fuzzy pattern recognition and application of Mamdani fuzzy model to fabric smoothness grade assessment were discussed,and the liability of fuzzy pattern recognition was verified by the correlation coefficient between subject and object evaluation.