WEPA.PA.82

INDIVIDUAL TREE CROWN DELINEATION BASED ON DEEP LEARNING FOR ARID AREAS USING HIGH-RESOLUTION SATELLITE IMAGERY

Jinzhuang Shi, Hui Li, Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China, China; Yuanyuan Lin, School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, China, China; Linhai Jing, Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China, China; Kongwen Zhang, School of Computing, University of the Fraser Valley, 33844 King Rd, Abbotsford, BC V2S 7M7, Canada, Canada
Session:
WEPA.PA: Forest and Vegetation: Application and Modelling I Poster
Track:
Land Applications
Location:
Poster Area 3: Trianti Foyer Left
Presentation Time:
Wed, 10 Jul, 10:40 - 11:40
Session Chair:
Giuseppe Scarpa, University Parthenope
Presentation
Discussion
Resources
No resources available.
Session WEPA.PA
WEPA.PA.78: USING UAV-BASED MULTISPECTRAL DATA AND BIOMASS-CHLOROPHYLL SEMI-EMPIRICAL INDICES FOR MAPPING CAROB FOREST DIEBACK
Abderrazak Bannari, Space Pix-Map International, Canada; Ahmed Selouani, Geofly Morocco, Morocco; Abderrahman El-Ghmari, University Sultan Moulay Slimane, Morocco; Hassan Rhinane, University Hassan-II, Morocco; Zineb El-Faraj, University King Hassan II, Morocco
WEPA.PA.79: PLANT DETECTION FROM ULTRA HIGH RESOLUTION REMOTE SENSING IMAGES: A SEMANTIC SEGMENTATION APPROACH BASED ON FUZZY LOSS
Shivam Pande, Baki Uzun, Université Bretagne-Sud, Vannes, France; Florent Guiotte, L'Avion Jaune, France; Minh-Tan Pham, Université Bretagne-Sud, Vannes, France; Thomas Corpetti, Université de Rennes, Rennes, France; Florian Delerue, Université de Bordeaux, Bordeaux, France; Sébastien Lefèvre, Université Bretagne-Sud, Vannes, France
WEPA.PA.80: A METHOD FOR UPDATING INDIVIDUAL TREE SPECIES SAMPLES BASED ON DIFFERENT IMAGES
Caiyan Chen, Linhai Jing, Fulong Chen, Hui Li, Chinese Academy of Sciences, China; Baoxin Hu, York University, Canada
WEPA.PA.81: URBAN TREE SPECIES CLASSIFICATION USING DEEP LEARNING BASED CATEGORY POINTTRANSFORMER ON MULTISPECTRAL LIDAR DATA
Xiaofan Li, Haiyan Guan, Nanjing University of Information Science and Technology, China; Lanying Wang, University of Waterloo, Canada; Wencheng Xiong, Yaqiong Zhang, Zhiyun Cheng, Satellite Application Center for Ecology and Environment, Ministry of Ecology and Environment, China
WEPA.PA.82: INDIVIDUAL TREE CROWN DELINEATION BASED ON DEEP LEARNING FOR ARID AREAS USING HIGH-RESOLUTION SATELLITE IMAGERY
Jinzhuang Shi, Hui Li, Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China, China; Yuanyuan Lin, School of Earth Sciences and Resources, China University of Geosciences, Beijing 100083, China, China; Linhai Jing, Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China, China; Kongwen Zhang, School of Computing, University of the Fraser Valley, 33844 King Rd, Abbotsford, BC V2S 7M7, Canada, Canada
WEPA.PA.83: CLASSIFY TREE SPECIES FROM POINT CLOUDS GENERATED BY DIFFERENT LASER SENSORS: A MULTI-VIEW PROJECTION STRATEGY
Xin Luo, Xin Tian, Chinese Academy of Forestry, China; Bingjie Liu, Shanxi Agricultural University, China; Yang Li, Northeast Forestry University, China, China; Shuxin Chen, Haiyi Wang, Chinese Academy of Forestry, China
WEPA.PA.84: ITPNET: A FEW-SHOT LEARNING MODEL FOR MULTI-SPECIES INDIVIDUAL TREE SPECIES CLASSIFICATION USING UAV LIDAR AND HYPERSPECTRAL DATA
Ruoning Zhu, The Third Construction CO., LTD of China Construction First Group, China; Zongqi Yao, Guoqi Chai, College of Forestry, Beijing Forestry University, China
WEPA.PA.85: RECONSTRUCTION OF TREE CROWNS FROM AIRBORNE LIDAR FOR 3D RADIATIVE TRANSFER SIMULATIONS
Jianbo Qi, Beijing Normal University, China; Limei Zhang, Yunnan Institute of Surveying and Mapping of Geology and Mineral Resources Co., Ltd., China; Xun Zhao, Huaguo Huang, Beijing Forestry University, China
WEPA.PA.86: A METHOD FOR ESTIMATING EFFECTIVE LEAF AREA INDEX USING UAV 3D POINT CLOUD DATA
Jie Yang, Minfeng Xing, Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China;School of Resources and Environment, University of Electronic Science and Technology of China, China; Yuanyuan Yang, Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China, China; Hao Tang, School of Resources and Environment, University of Electronic Science and Technology of China, China; Haitao Lyu, Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China, China; Jiang Qian, Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China；School of Resources and Environment, University of Electronic Science and Technology of China, China
WEPA.PA.87: COMPARISON OF TREE SPECIES CLASSIFICATION FROM INDIVIDUAL TREE FEATURES BASED ON ALS AND ULS DATA
Shihua Li, Shunda Zhao, University of Electronic Science and Technology of China, China; Jianwei Yue, Adu Gong, Beijing Normal University, China
WEPA.PA.88: SURF AND TURF: TWO-WAY SPATIAL EXTRAPOLATION UTILIZING DRONE-BASED MONITORING PHENOLOGY OF SEA-LAND INVASIVE ALIEN SPECIES
Hao Yuan Hung, Chin Jin Kuo, Chung-Hsing University, Taiwan; Bao Hua Shao, Nantou Branch, Forestry and Nature Conservation Agency, Ministry of Agriculture, Taiwan; Nan Chang Lo, Kai Yi Huang, Chung-Hsing University, Taiwan
WEPA.PA.89: Robust Estimation of Tree Diameter at Breast Height from Point Clouds
Abdul Nurunnabi, Felicia Teferle, University of Luxembourg, Luxembourg; Ali Al-Sharadqah, Prince Mohammad Bin Fahd University, Saudi Arabia; Yan Xia, Technical University of Munich, Germany; Addisu Hunegnaw, University of Luxembourg, Luxembourg
Resources
No resources available.