Individual Tree Segmentation from Side-View LiDAR Point Clouds of Street Trees Using Shadow-Cut
Segmentation of vegetation LiDAR point clouds is an important method for obtaining individual tree structure parameters. The current individual tree segmentation methods are mainly for airborne LiDAR point clouds, which use elevation information to form ...
Zhouyang Hua, Sheng Xu, Yingan Liu
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Segmenting Individual Trees From Terrestrial LiDAR Data Using Tree Branch Directivity
Over the last decade, a number of techniques for individual tree segmentation has been developed for terrestrial laser scanning data. The superpoint segmentation algorithm based on point cloud has been widely used in individual tree segmentation because ...
Zekun Yang +8 more
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Individual tree extraction through 3D promptable segmentation networks
The extraction of individual trees from three‐dimensional (3D) forest point clouds plays a pivotal role in forest inventory updates, forest resource management, growth and yield estimation of trees, etc.
Tianyu Xiu +3 more
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Comparing Deep Learning and MCWST Approaches for Individual Tree Crown Segmentation [PDF]
Accurate segmentation of individual tree crowns (ITC) segmentation is essential for investigating tree-level based growth trends and assessing tree vitality.
W. Fan +6 more
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Automatic and accurate instance segmentation of street trees from point clouds is a fundamental task in urban green space research. Previous studies have achieved satisfactory tree segmentation results in simple scenarios. However, for challenging cases,
Tengping Jiang +5 more
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Individual Tree Crown Segmentation and Classification of 13 Tree Species Using Airborne Hyperspectral Data [PDF]
Knowledge of the distribution of tree species within a forest is key for multiple economic and ecological applications. This information is traditionally acquired through time-consuming and thereby expensive field work. Our study evaluates the suitability of a visible to near-infrared (VNIR) hyperspectral dataset with a spatial resolution of 0.4 m for ...
Julia Maschler +2 more
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Structured Pointcloud Segmentation for Individual Mangrove Tree Modeling [PDF]
Tree structure parameters of mangrove forests are hard to measure in the field and therefore inventories of this type of forests are impossible to keep up to date. In this article, we tested a structured pointcloud segmentation method for extracting individual mangrove trees.
José Luis Silván-Cárdenas +2 more
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Increasing human activities have caused serious disturbance to global forest resources, so how to accurately identify individual trees has become an important task of forest resources investigation. In order to get the accurate number of individual trees,
Weigang Zhu, Chao Zhu, Yaqiu Zhang
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Individual Tree Parameters Estimation for Plantation Forests Based on UAV Oblique Photography
The parameters of individual trees in forests are important for accurate forestry inventory and sustainable management. Unmanned aerial vehicle (UAV) oblique photogrammetry technology plays an important role in forest surveys because of its flexibility ...
Xuemei Zhou, Xiaoli Zhang
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Mapping and characterizing selected canopy tree species at the Angkor World Heritage site in Cambodia using aerial data. [PDF]
At present, there is very limited information on the ecology, distribution, and structure of Cambodia's tree species to warrant suitable conservation measures.
Minerva Singh +3 more
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