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基于分布式计算的遥感图像水体识别研究

杨柳 田生伟

计算机应用与软件2016,Vol.33Issue(6):138-140,145,4.
计算机应用与软件2016,Vol.33Issue(6):138-140,145,4.DOI:10.3969/j.issn.1000-386x.2016.06.034

基于分布式计算的遥感图像水体识别研究

ON IDENTIFYING WATER BODY IN REMOTE SENSING IMAGES BASED ON DISTRIBUTED COMPUTING

杨柳 1田生伟1

作者信息

  • 1. 新疆大学软件学院 新疆 乌鲁木齐830046
  • 折叠

摘要

Abstract

In order to improve the speed of remote sensing data processing and solve data-intensive and computing-intensive problems in remote sensing information extraction,we introduced the parallel computing idea to remote sensing image processing and information extraction,and built a Landsat ETM+images-based water body extraction model for distributed remote sensing image.We took Weigan River basin as the study region,used several methods such as single-band threshold,relationship between multiband spectra and water index,etc. to conduct experiments of automatic water body extraction.Experimental results demonstrated that the model has higher identification accuracy,it can identify water body information quickly,and has stable scalability and stretchability as well.

关键词

大数据/遥感/水体识别/并行计算

Key words

Big data/Remote sensing/Water body identification/Parallel computing

分类

信息技术与安全科学

引用本文复制引用

杨柳,田生伟..基于分布式计算的遥感图像水体识别研究[J].计算机应用与软件,2016,33(6):138-140,145,4.

基金项目

国家自然科学基金项目(61363083,41261090);新疆研究生科研创新项目(XJGRI2014033)。 ()

计算机应用与软件

OACSTPCD

1000-386X

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