收稿日期: 2011-10-09
修回日期: 2011-12-23
网络出版日期: 2012-09-25
Spatial Relation-Aided Method for Object-Oriented Extraction of Buildings from High Resolution Image
Received date: 2011-10-09
Revised date: 2011-12-23
Online published: 2012-09-25
周军其， 李志娟 . 空间关系辅助的面向对象建筑物提取[J]. 应用科学学报, 2012 , 30(5) : 511 -516 . DOI: 10.3969/j.issn.0255-8297.2012.05.012
Based on the characteristics of high spatial resolution images, an object-oriented approach to the building extraction is proposed. The method takes the object as a processing unit to perform classification using the rich information such as the spectrum, the object shape, and the implicit space semantic relations embedded in the images. The classification result is optimized based on the characteristics of the spatial relationship. Edges between different categories are modified using mean filtering. Experiments show that the object-oriented method can provide relatively complete extraction of the building, and improve precision of the extraction.
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