UAV 3D modeling with multi-spectral imaging: An example of wax apple tree

被引:1
|
作者
Shih, Ruei-Siang [1 ]
Li, Yi-Sheng [2 ]
Yan, Yung-Jhe [1 ]
Yu, Chun [1 ]
Huang, Wei-Tsang [1 ]
Chang, Chien-I [7 ]
Chen, Tzung-Cheng [3 ]
Chen, Yi-Chun [4 ]
Huang, Chi Cho [5 ]
Lee, W. L. [5 ]
Lin, Shiou-Gwo [6 ]
Ou-Yang, Mang [2 ]
机构
[1] Natl Chiao Tung Univ, Inst Biomed Engn, Hsinchu, Taiwan
[2] Natl Chiao Tung Univ, Inst Elect & Control Engn, Hsinchu, Taiwan
[3] Chang Jung Christian Univ, Dept Engn & Management Adv Technol, Tainan, Taiwan
[4] Natl Chiao Tung Univ, Inst Imaging & Biomed Photon, Hsinchu, Taiwan
[5] Agr Res Inst Taiwan, Dept Trop Fruit Trees, Hsinchu, Taiwan
[6] Natl Taiwan Ocean Univ, Dept Commun Nav & Control Engn, Keelung, Taiwan
[7] Natl Chiao Tung Univ, Inst Elect & Comp Engn, Hsinchu, Taiwan
关键词
Unmanned Aerial Vehicle (UAV); Multi-spectral imaging; Hyperspectral imaging; 3D modeling;
D O I
10.1117/12.2528641
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
As the Unmanned aerial vehicle (UAV) become ubiquitous, many early studies utilizing the UAV for three-dimensional (3D) modeling system are successively proposed as well. The advantage of using UAV successfully advances efficiency and reduces the cost time for simplifying the process of collecting data. Moreover, the characteristics of the light sized and suspension of new designed UAV could allow the users to gather the precise data from the rugged terrain and through a crowd of trees and may build a detail 3D and hyperspectral images. By those high-resolution 3D model data, the texture and shape of observation can be seen and brings research into further analysis. However, there are some limits that the information of 3D modeling data in RGB wide bands is not adequate to investigate vegetation research. The hyper spectrum collects the information of tens of bands with the narrow bandwidth could analyze the detail difference between abnormal and normal situations when the plant is growing. Therefore, how to combine hyperspectral data into a 3D modeling system would be important when researches want to attain the location data and spectral image simultaneously. In this study, the UAV will be loaded with two kinds of systems, and try to build the model include 3D modeling information and spectral information. As a result, it can monitor the growth condition of plants, their environment, also the precise location at the same time so that it can make vegetation analysis more complete.
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页数:9
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