Sensing image has important geographical structure for detection and identification of the sense. In military and civilian, they have very important significances. It is proposed by support vector machine (SVM) and local binary pattern model in high-resolution remote sensing image of detection algorithm. Firstly, according to the target resolution remote sensing image features, sample image's texture features and structure features have the reference points of information diffusion eigenvectors and sample-based training support vector machine classifiers to achieve goals coarse split. Then coa...