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Extraction of Pinus massoniana tree crown from Unmanned Aerial Images

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成果类型:
期刊论文、会议论文
作者:
Chen, Zhongming*;Lin, Hui;Sun, Hua;Li, Chengjie;Li, Jia;...
通讯作者:
Chen, Zhongming
作者机构:
[Li, Jia; Chen, Zhongming; Li, Chengjie; Kai, Du; Lin, Hui; Sun, Hua] Cent South Univ & Technol, Res Ctr Forestry Remote Sensing & Informat Engn, Changsha, Hunan, Peoples R China.
[Li, Jia; Chen, Zhongming; Li, Chengjie; Kai, Du; Lin, Hui; Sun, Hua] Key Lab Forestry Remote Sensing Based Big Data &, Changsha, Hunan, Peoples R China.
[Li, Jia; Chen, Zhongming; Li, Chengjie; Kai, Du; Lin, Hui; Sun, Hua] State Forestry Adm Forest Resources Management &, Key Lab, Changsha, Hunan, Peoples R China.
[Li, Jia; Chen, Zhongming; Li, Chengjie; Kai, Du; Lin, Hui; Sun, Hua] Cent South Univ Forestry & Technol, Coll Forestry, Changsha, Hunan, Peoples R China.
通讯机构:
[Chen, Zhongming] C
[Chen, Zhongming] K
[Chen, Zhongming] S
Cent South Univ & Technol, Res Ctr Forestry Remote Sensing & Informat Engn, Changsha, Hunan, Peoples R China.
Key Lab Forestry Remote Sensing Based Big Data &, Changsha, Hunan, Peoples R China.
语种:
英文
关键词:
Forestry remote sensing;Tree crown extraction;Image smoothing;Transect sample algorithm;Pinus massoniana
期刊:
2018 FIFTH INTERNATIONAL WORKSHOP ON EARTH OBSERVATION AND REMOTE SENSING APPLICATIONS (EORSA)
ISSN:
2380-8039
年:
2018
页码:
400-404
会议名称:
5th International Workshop on Earth Observation and Remote Sensing Applications (EORSA)
会议论文集名称:
International Workshop on Earth Observation and Remote Sensing Applications
会议时间:
JUN 18-20, 2018
会议地点:
Xian, PEOPLES R CHINA
会议主办单位:
[Chen, Zhongming;Lin, Hui;Sun, Hua;Li, Chengjie;Li, Jia;Kai, Du] Cent South Univ & Technol, Res Ctr Forestry Remote Sensing & Informat Engn, Changsha, Hunan, Peoples R China.^[Chen, Zhongming;Lin, Hui;Sun, Hua;Li, Chengjie;Li, Jia;Kai, Du] Key Lab Forestry Remote Sensing Based Big Data &, Changsha, Hunan, Peoples R China.^[Chen, Zhongming;Lin, Hui;Sun, Hua;Li, Chengjie;Li, Jia;Kai, Du] State Forestry Adm Forest Resources Management &, Key Lab, Changsha, Hunan, Peoples R China.^[Chen, Zhongming;Lin, Hui;Sun, Hua;Li, Chengjie;Li, Jia;Kai, Du] Cent South Univ Forestry & Technol, Coll Forestry, Changsha, Hunan, Peoples R China.
会议赞助商:
Xian Univ Sci & Technol, Changan Univ, Cent S Univ Forestry & Technol, Indiana State Univ, IEEE Geoscience & Remote Sensing Soc, Int Soc Photogrammetry & Remote Sensing, Grp Earth Observat, Beijing PIESAT Informat Technol Co Ltd, State Key Lab Geo Informat Engn, Xian Reconnaissance Inst Surveying & Mapping, MDPI, Remote Sensing Journal, Taylor & Francis Grp, CRC Press
主编:
Weng, Q Gamba, P Chang, NB Wang, G Yao, W
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-1-5386-6642-5
基金类别:
National Key R&D Program of China "Research of Key Technologies for Monitoring Forest Plantation Resources" project [2017YFD0600900]
机构署名:
本校为通讯机构
院系归属:
林学院
摘要:
Extraction of tree crown has always been a research hotspot in forestry remote sensing. With the rapid development of UAV technology, aerial imagery can clearly identify the information of ground forest tree crowns. However, Due to the overlapping of tree crown, how to divide the crown size between trees is still a difficult problem. In this paper, the ecological experiment forest of Central South University of Forestry and Technology was selected as the study area, the UAV image in the visible light band was used as experimental data, and the Pinus massoniana as the object of study, the trans...

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