Abstract: A new method based on mixed moment and clustering algorithm for aircraft recognition was proposed.The method extract the texture color features and four image texture characteristics: contrast, correlation, ASM, IDF from the aircraft images, decreasing the data dimensions, classifying the feature data set by K-means and BSAS, identifying correctly the aircraft location.According to the comparing experiment, the method can automatically identify aircraft location rapidly and effectively.