High-quality 3D tree mesh model generation from point clouds

<p dir="ltr">High-fidelity 3D tree mesh models have broad applications in virtual geographic environments, forest ecology, and digital entertainment. Although laser point clouds provide precise data, existing point cloud-based methods struggle with accuracy and completeness due to tr...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Hai Xu (20927573) (author)
منشور في: 2025
الموضوعات:
الوسوم: إضافة وسم
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الوصف
الملخص:<p dir="ltr">High-fidelity 3D tree mesh models have broad applications in virtual geographic environments, forest ecology, and digital entertainment. Although laser point clouds provide precise data, existing point cloud-based methods struggle with accuracy and completeness due to tree structural complexity, leaf occlusion, and data gaps. To address these challenges, we propose a novel framework that integrates data-driven and morphology-knowledge-driven techniques for generating high-quality tree mesh models with accurate trunk and overall crown morphology.</p>