The Extraction of Wheat Lodging Area in UAV's Image Used Spectral and Texture Features

被引:30
作者
Liu, Haiying [1 ]
Yang, Guijun [2 ]
Zhu, Hongchun [1 ]
机构
[1] Shandong Univ Sci & Technol, Coll Informat Sci & Engn, Qingdao 266590, Peoples R China
[2] Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China
来源
MATERIAL SCIENCE, CIVIL ENGINEERING AND ARCHITECTURE SCIENCE, MECHANICAL ENGINEERING AND MANUFACTURING TECHNOLOGY II | 2014年 / 651-653卷
关键词
Unmanned Aerial Vehicle; wheat lodging; spectral texture; texture features;
D O I
10.4028/www.scientific.net/AMM.651-653.2390
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Wheat lodging makes great effects on the output and subsequent production, so we need to know the situation of wheat lodging at the first time quickly and efficiently. The characters of Unmanned Aerial Vehicle remote sensing just meet the demands. Firstly, the spectral and texture features are analyzed, and the area of wheat lodging is extracted using methods of object-oriented and the extraction is analyzed and compared. The research results of this paper is the successful practice of Agricultural scientific research and application by using Unmanned Aerial Vehicle remote sensing and Object-oriented extraction technology, so it have important application value and meaningful.
引用
收藏
页码:2390 / +
页数:2
相关论文
共 6 条
  • [1] Chen J., 2004, GEOMATICS WORLD, V2, P1
  • [2] Estimation of leaf area index in onion (Allium cepa L.) using an unmanned aerial vehicle
    Corcoles, Juan I.
    Ortega, Jose F.
    Hernandez, David
    Moreno, Miguel A.
    [J]. BIOSYSTEMS ENGINEERING, 2013, 115 (01) : 31 - 42
  • [3] Deng Heming, 2003, ANHUI AGR SCI, V31, P424
  • [4] Assessment of unmanned aerial vehicles imagery for quantitative monitoring of wheat crop in small plots
    Lelong, Camille C. D.
    Burger, Philippe
    Jubelin, Guillaume
    Roux, Bruno
    Labbe, Sylvain
    Baret, Frederic
    [J]. SENSORS, 2008, 8 (05) : 3557 - 3585
  • [5] Wang LiMin Wang LiMin, 2013, Transactions of the Chinese Society of Agricultural Engineering, V29, P136
  • [6] Wang Xiao-Qin, 2008, NUCL SCI TECH, V24, P122