【摘要】 本文介绍航空影像纹理分类的最小二乘法原理和算法，该方法是建立在影像纹理ＭＲＦ参数测定的基础上。七种航空影像纹理的试验表明这种分类方法是有效的。通过对影像纹理的分形维以及影像分辨力对纹理分类的影响分析，表明采用多重信息可以提高分类的正确率更多还原

【Abstract】 This paper introduces the principle and algorithm of least square method which was used in texture classification of aerial image. This method based on the determining MRF (Markov Random Field) parameters of image texture. We used 7 kinds of aerial image to test this method. The facts have proved that the method is very effective. We also made some analysis of the effect of both fractal dimension and image resolution of the texture classification, it also proved that multiple information could increase the accuracy of classification.更多还原