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遥感学报  1998 

Generalization of Remote Sensing Image Based on Artificial Intelligence
遥感影像制图综合的智能化研究

Keywords: Remote sensing image,Polygon,Cartographic generalization,Artificial intelligence
遥感影像
,图斑,制图综合,人工智能,遥感

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Abstract:

Generalization of Remote Sensing Image, which is called image post-processing in some references, is an essential step to output thematic map of CAM by using RS image. Template and filtering is often applied to remove little polygons and smooth boundary. But it can not consider the properties of the polygons and their different importance of each type, therefore it could not meet the needs of the generalization . Based on the artificial intelligence, this article imitates mapping worker's process of generalization of RS image. By using the knowledge expressing method of frame, an experimental knowledge base was built and a reasoning machine was designed. In addition, a satisfactory effect was obtained form the experiment based on the TM classified map of the People's Republic of Mongolia.

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