成果/Result
- Classification of tree species and stock volume estimation in ground forest images using deep Learning被引量：56收藏
- 作者：Liu, Jiazheng[1] Wang, Xuefeng[1] Wang, Tian[1]
- 机构：Chinese Acad Forestry
- 来源：COMPUTERS AND ELECTRONICS IN AGRICULTURE 2019
- 关键词：Ground forest image deep Learning UNET Tree species classification Nonlinear mixed effect model Growing stock volume
- Performance comparison of RGB and multispectral vegetation indices based on machine learning for estimating Hopea hainanensis SPAD values under different shade conditions被引量：25收藏
- 作者：Yuan, Ying[1,2] Wang, Xuefeng[1,2] Shi, Mengmeng[1,2] Wang, Peng[1,2]
- 机构：Chinese Acad Forestry;Natl Forestry & Grassland Adm
- 来源：FRONTIERS IN PLANT SCIENCE 2022
- 关键词：Hopea hainanensis chlorophyll vegetation indices machine learning shade
- Visible Light Image-Based Method for Sugar Content Classification of Citrus被引量：6收藏
- 作者：Wang, Xuefeng[1] Wu, Chunyan[1] Hirafuji, Masayuki[2]
- 机构：Chinese Acad Forestry;Hokkaido Agr Res Ctr
- 来源：PLOS ONE 2016
- Precious Tree Pest Identification with Improved Instance Segmentation Model in Real Complex Natural Environments被引量：5收藏
- 作者：Guo, Ying[1] Gao, Junjia[1] Wang, Xuefeng[1] Jia, Hongyan[2] Wang, Yanan[2]
- 机构：Chinese Acad Forestry;Chinese Acad Forestry;Forestry Res Inst Chifeng
- 来源：FORESTS 2022
- 关键词：precious trees control small pest segmentation instance segmentation Mask RCNN Swin Transformer
- Preliminary research on the identification system for anthracnose and powdery mildew of sandalwood leaf based on image processing被引量：4收藏
- 作者：Wu, Chunyan[1] Wang, Xuefeng[1]
- 机构：Chinese Acad Forestry
- 来源：PLOS ONE 2017
- Preliminary research on total nitrogen content prediction of sandalwood using the error-in-variable models based on digital image processing被引量：4收藏
- 作者：Chen, Zhulin[1] Wang, Xuefeng[1] Wang, Huaijing[1]
- 机构：Chinese Acad Forestry
- 来源：PLOS ONE 2018
- A new method for estimating forest stand carbon stock: Segmentation and modeling based on forest aboveground imagery被引量：2收藏
- 作者：Chen, Xingjing[1,2] Guo, Ying[1,2] Chen, Zhulin[1,2] Luo, Xin[1,2] Wang, Peng[1,2]
- 机构：Chinese Acad Forestry;Natl Forestry & Grassland Adm
- 来源：ECOLOGICAL INDICATORS 2024
- 关键词：Aboveground imagery Fully convolutional networks Weight least squares methods Stand Carbon Stock
- Multispectral Image determination of Water Content in Aquilaria sinensis Based on Machine Learning被引量：1收藏
- 作者：Wang, Peng[1,2] Wu, Yi[3] Wang, Xuefeng[1,2] Shi, Mengmeng[1,2] Chen, Xingjing[1,2]
- 机构：Chinese Acad Forestry;Natl Forestry & Grassland Adm;Nanjing Forestry Univ
- 来源：FORESTS 2023
- 关键词：Aquilaria sinensis water content multispectral image feature extraction machine learning
- Research Paper A novel framework for developing accurate and explainable leaf nitrogen content estimation model for aquilaria sinensis seedlings using canopy RGB imagery被引量：0收藏
- 作者：Chen, Zhulin[1,2] Wang, Xuefeng[1,2]
- 机构：Chinese Acad Forestry;Natl Forestry & Grassland Adm
- 来源：BIOSYSTEMS ENGINEERING 2025
- 关键词：Colour indices Texture features Feature selection RGB images deep learning Variable contribution
- A Leaf Chlorophyll Content Estimation Method for Populus deltoides (Populus deltoides Marshall) Using Ensembled Feature Selection Framework and Unmanned Aerial Vehicle Hyperspectral Data被引量：0收藏
- 作者：Chen, Zhulin[1,2] Wang, Xuefeng[1,2] Qiao, Shijiao[3] Liu, Hao[1,4] Shi, Mengmeng[1,2]
- 机构：Chinese Acad Forestry;State Forestry & Grassland Adm;Beijing Normal Univ;Natl Forestry & Grassland Adm;Harbin Engn Univ
- 来源：FORESTS 2024
- 关键词：leaf chlorophyll content estimation hyperspectral data unmanned aerial vehicle feature selection
Populus deltoides Marshall
- Tree feature extraction using image data obtained through virtual field server被引量：0收藏
- 作者：Wang, Xuefeng[1] Hirafuji, Masayuki[2] Li, Xiaodong[1]
- 机构：CAF;NARC
- 来源：COMPUTERS AND ELECTRONICS IN AGRICULTURE 2013
- 关键词：Virtual field server Computer vision Feature extraction Image understanding Xanthoceras sorbifolia
- Analysis of the Effects of Different Nitrogen Application Levels on the Growth of Castanopsis hystrix from the Perspective of Three-Dimensional Reconstruction被引量：0收藏
- 作者：Wang, Peng[1,2] Wang, Xuefeng[1,2] Chen, Xingjing[1,2] Shi, Mengmeng[1,2]
- 机构：Chinese Acad Forestry;Natl Forestry & Grassland Adm
- 来源：FORESTS 2024
- 关键词：Castanopsis hystrix binocular reconstruction growth factors nitrogen level
