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English(EN) CedarCypress3D: an annotated UAV-LiDAR dataset of individual trees in planted cedar and cypress forests

新的CedarCypress3D数据集助力无人机激光雷达树木分析

研究人员推出了CedarCypress3D,这是一个新颖的已标注数据集,旨在推进使用无人机激光雷达数据进行单棵树木分割。该数据集在日本的种植雪松和柏树林中收集,包含高质量的无人机激光雷达点云和实地测量数据。它还为部分树木提供了带有语义标签的地面激光雷达数据,旨在支持用于森林清单和监测的机器学习模型的开发和评估。 AI

影响 该数据集将能够更好地开发用于单棵树木分割和森林监测的机器学习模型。

排序理由 该集群描述了一个用于计算机视觉研究的新学术数据集。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.CV 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

新的CedarCypress3D数据集助力无人机激光雷达树木分析

本文如何被排名

Signal score
17 / 100
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Tool
该集群描述了一个用于计算机视觉研究的新学术数据集。[lever_c_demoted from research: ic=1 ai=1.0]
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Topics
paper, product
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High
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报道来源 [1]

  1. arXiv cs.CV TIER_1 English(EN) · Katsuto Shimizu (Shikoku Research Center, Forestry and Forest Products Research Institute), Fumiaki Kitahara (Department of Forest Management, Forestry and Forest Products Research Institute), Tomohiro Nishizono (Department of Forest Management, Forestry… ·

    CedarCypress3D:已标注的无人机-LiDAR 种植雪松和柏树林的单棵树木数据集

    arXiv:2608.30149v1 Announce Type: new Abstract: Individual tree measurements derived from Light Detection and Ranging (LiDAR) mounted on Unmanned Aerial Vehicles (UAV) provide valuable information for forest inventory, ecosystem monitoring, and sustainable forest management. Rece…