Learning-Based versus Geometric Three-Dimensional Point Cloud Analysis in Precision Viticulture: A Systematic Review of Deployment Evidence

Smart Agricultural Technology11月1日 · 周日阅读 0

核心看点

系统综述梳理了三维点云在精准葡萄栽培中的部署证据，比较学习型与几何方法，对农业遥感与智能装备方向有参考价值，但属综述类论文，产业影响有限。

关注点

该综述聚焦三维点云在葡萄园场景的实际部署证据，而非仅算法精度对比，可用于判断学习型与几何方法在田间落地时的适用边界。

论文信息

Dimitrios Tilemachos Davarakis / Dimitrios Argyropoulos

Smart Agricultural Technology

DOI: 10.1016/j.atech.2026.102714

论文摘要

Learning-Based versus Geometric Three-Dimensional Point Cloud Analysis in Precision Viticulture: A Systematic Review of Deployment Evidence。Smart Agricultural Technology

论文原文与出版信息

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深度学习精准农业

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智慧农业三维点云葡萄栽培

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