Urban individual tree crown detection research using multispectral image dimensionality reduction with deep learning

XI Xiangshu; XIA Kai; YANG Yinhui; DU Xiaochen; FENG Hailin

doi:10.11834/jrs.20220163

Intelligent Remote Sensing Processing and Analysis | Views:1722Downloads:3325CSCD:7

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Urban individual tree crown detection research using multispectral image dimensionality reduction with deep learning
- role：First author第一作者
- Affiliation：
  College of Mathematics and Computer Science, Zhejiang Agriculture and Forestry University, Hangzhou 311300, China
  Zhejiang Provincial Key Laboratory of Forestry Intelligent Monitoring and Information Technology, Hangzhou 311300, China
  Key Laboratory of Forestry Perception Technology and Intelligent Equipment, State Forestry Administration, Hangzhou 311300, China
- Email：xixiangshu704@foxmail.com
- Introduction：奚祥书，研究方向为林业信息化。E-mail： xixiangshu704@foxmail.com
XI Xiangshu
* ,
- role：Corresponding author通信作者
- Affiliation：
  College of Mathematics and Computer Science, Zhejiang Agriculture and Forestry University, Hangzhou 311300, China
  Zhejiang Provincial Key Laboratory of Forestry Intelligent Monitoring and Information Technology, Hangzhou 311300, China
  Key Laboratory of Forestry Perception Technology and Intelligent Equipment, State Forestry Administration, Hangzhou 311300, China
- Email：xiakai@zafu.edu.cn
- Introduction：夏凯，研究方向为机器学习，遥感，林业信息化。E-mail： xiakai@zafu.edu.cn
XIA Kai
* ,
- Affiliation：
  College of Mathematics and Computer Science, Zhejiang Agriculture and Forestry University, Hangzhou 311300, China
  Zhejiang Provincial Key Laboratory of Forestry Intelligent Monitoring and Information Technology, Hangzhou 311300, China
  Key Laboratory of Forestry Perception Technology and Intelligent Equipment, State Forestry Administration, Hangzhou 311300, China
YANG Yinhui
* ,
- Affiliation：
  College of Mathematics and Computer Science, Zhejiang Agriculture and Forestry University, Hangzhou 311300, China
  Zhejiang Provincial Key Laboratory of Forestry Intelligent Monitoring and Information Technology, Hangzhou 311300, China
  Key Laboratory of Forestry Perception Technology and Intelligent Equipment, State Forestry Administration, Hangzhou 311300, China
DU Xiaochen
* ,
- Affiliation：
  College of Mathematics and Computer Science, Zhejiang Agriculture and Forestry University, Hangzhou 311300, China
  Zhejiang Provincial Key Laboratory of Forestry Intelligent Monitoring and Information Technology, Hangzhou 311300, China
  Key Laboratory of Forestry Perception Technology and Intelligent Equipment, State Forestry Administration, Hangzhou 311300, China
FENG Hailin
*
Vol. 26, Issue 4, Pages: 711-721(2022)
DOI：10.11834/jrs.20220163
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Urban individual tree crown detection research using multispectral image dimensionality reduction with deep learning

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Urban individual tree crown detection research using multispectral image dimensionality reduction with deep learning

XI Xiangshu

XIA Kai

YANG Yinhui

DU Xiaochen

FENG Hailin

DOI：10.11834/jrs.20220163

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