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基于资源三号影像的建筑物高度信息提取方法

赵志明 周小成 付乾坤 汪小钦

国土资源遥感Issue(3):19-24,6.
国土资源遥感Issue(3):19-24,6.DOI:10.6046/gtzyyg.2015.03.04

基于资源三号影像的建筑物高度信息提取方法

Method for extraction of building height information based on ZY-3 image

赵志明 1周小成 2付乾坤 1汪小钦2

作者信息

  • 1. 福州大学福建省空间信息工程研究中心,福州350002
  • 2. 空间数据挖掘与信息共享教育部重点实验室,福州 350002
  • 折叠

摘要

Abstract

The extraction of the information of building height from the high-resolution remote sensing image is a hot research topic in the study of the information extraction. This paper proposes a set of building height inversion techniques in combination with the object-oriented classification method. First of all, through the object-oriented classification method, the building outline and shadow information are extracted by using morphological building and shadow indices; and then, the intersection line average method is employed to calculate the length of the shadow;finally, the height of building is calculated according to the geometric relation model between the shadow length and the building height. The proposed method was validated on domestic ZY-3 satellite remote sensing data of Xi’an City, and the overall accuracy of 91. 23% was obtained by verifying the result using the actual measuring height of 171 buildings. The results achieved by the authors have a certain practical significance for the study of building height information extraction.

关键词

资源三号(ZY-3)/形态学建筑物指数/形态学阴影指数/面向对象分类/建筑物高度/阴影长度

Key words

ZY-3/morphological building index/morphological shadow index/object-oriented classification/building height/shadow length

分类

信息技术与安全科学

引用本文复制引用

赵志明,周小成,付乾坤,汪小钦..基于资源三号影像的建筑物高度信息提取方法[J].国土资源遥感,2015,(3):19-24,6.

基金项目

国家自然科学青年基金项目“结合互信息和遗传算法特征选择的多层次面向对象影像分类”(编号:41201427)资助。 (编号:41201427)

国土资源遥感

OA北大核心CSCDCSTPCD

2097-034X

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