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支持向量机是一种新的机器学习方法。本文结合遥感图像和支持向量机的特性,重点分析了支持向量机在遥感图像分类、遥感图像压缩、遥感图像特征提取等方面的应用。并对支持向量机在遥感图像分析与处理中的应用趋势及有待进一步研究的问题进行了探讨。
Support Vector Machine is a new method of machine learning. Based on the characteristics of remote sensing images and support vector machines, this paper focuses on the application of support vector machines in remote sensing image classification, remote sensing image compression and remote sensing image feature extraction. The application trend of SVM in the analysis and processing of remote sensing images and the issues to be further studied are also discussed.