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基于无人机高光谱不同高度的地物快速识别研究

黄宇 陈兴海 刘业林 黄智辉 孙梅 苏运城

安徽农业科学2018,Vol.46Issue(11):170-173,209,5.
安徽农业科学2018,Vol.46Issue(11):170-173,209,5.

基于无人机高光谱不同高度的地物快速识别研究

Fast Identification of Ground Objects Based on Different Heights of Unmanned Aerial Veh icle(UAV)Hyper spectrum

黄宇 1陈兴海 1刘业林 1黄智辉 1孙梅 2苏运城3

作者信息

  • 1. 四川双利合谱科技有限公司,四川成都200063
  • 2. 北京工商大学计算机与信息工程学院,北京100048
  • 3. 北京卓立汉光仪器有限公司,北京101102
  • 折叠

摘要

Abstract

Ab stract [Objective]The aim was to study the changes of spectral characteristics of ground objects at different heights and the method of ef-fective and rapid identification of ground objects at different altitudes and in different periods.[Method]Based on the 200 m altitude hyper-spectral image on August 7,2016 and 100 m,200 m,300 m altitude hyperspectral image on September 25,2016, we studied the changes of spectral characteristics of ground objects at different heights and the classification accuracy of ground objects at different altitudes and in differ-ent periods.[Result]Under different heights, vegetation spectral reflectance of significant difference, as the height increases, the vegetation characteristic features such as 'green peak' reduce,'Red Valley' elevated, 'red edge'appears 'red shift', in the near-infrared range, spectral reflectance decreased.Considering artificial participation,processing time and classification precision,and so on,we could know that based on ISODATA method could be realized rapid recognition of ground objects at different heights and different periods.[Conclusion]The results provide reference for the use of unmanned aerial vehicle(UAV)hyperspectral remote sensing application in other areas.

关键词

无人机遥感/高光谱/不同高度/地物识别/ISODATA

Key words

UAV remote sensing/Hyperspectral/Different altitudes/Identification of ground objects/ISODATA

分类

农业科技

引用本文复制引用

黄宇,陈兴海,刘业林,黄智辉,孙梅,苏运城..基于无人机高光谱不同高度的地物快速识别研究[J].安徽农业科学,2018,46(11):170-173,209,5.

基金项目

国家自然科学基金项目(31371534). (31371534)

安徽农业科学

0517-6611

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