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- 2018
地理本体驱动的遥感影像面向对象分析方法
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Abstract:
针对遥感影像面向对象分析技术存在的“分类过程中专家分析不同带来的分类结果不一致”问题，提出地理本体驱动的“地理实体描述-模型构建-影像对象分类”解译框架。首先，利用地理本体建立影像对象客观特征与地理专家知识的联系，实现对地理实体的描述与表达；其次，利用知识工程方法以及计算机可操作的形式化本体语言构建影像对象特征、分类器的本体模型，形成语义网络模型；最后，联合语义网络模型与专家规则实现影像对象的语义分类。地表覆盖分类实验结果表明，该方法不仅能够得到反映真实地理对象的遥感影像分类结果，而且能够掌握地理实体的语义信息，实现地表覆盖分类知识的共享与语义网络模型的复用，为遥感影像面向对象分析提供了一种全局性的解译分析框架及其方法
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