English(EN) Neural 3D Object Reconstruction with Small-Scale Unmanned Aerial Vehicles

小型UAV实现高保真三维物体重建

作者 PulseAugur 编辑部 · [1 个来源] · 2026-09-01 04:00

研究人员开发了一个新颖的系统，使小型、亚100克无人机（UAV）能够自主地对静态物体进行高保真三维重建。该系统采用闭环主动视点选择框架，集成了实时运动恢复结构（SfM）以立即生成点云，并动态调整轨迹。这使得UAV能够智能地捕捉覆盖不佳区域的新图像，确保为最终基于神经辐射场（NeRF）的高保真重建进行全面的数据采集。 AI

影响使用小型化无人机在以前无法进入的环境中实现详细的三维扫描。

排序理由这是一篇研究论文，详细介绍了使用小型UAV进行三维重建的新系统架构。[lever_c_demoted from research: ic=1 ai=0.7]

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报道来源 [1]

arXiv cs.CV TIER_1 English(EN) · \`Almos Veres-Vit\`alyos, Filip Lemic, Daniel Johannes Bugelnig, Joan Bernaus Casades\'us, Genis Castillo Gomez-Raya, Sergi Abadal, Bernhard Rinner, Xavier Costa-P\'erez · 2026-09-01 04:00

基于小型无人机的神经三维物体重建

arXiv:2509.12458v3 Announce Type: replace-cross Abstract: Miniaturized Uncrewed Aerial Vehicles (UAVs) can access indoor and hard-to-reach spaces, but severe constraints on payload and autonomy have limited their use in demanding tasks such as high-quality 3D reconstruction. We i…

本文如何被排名

报道来源 [1]

基于小型无人机的神经三维物体重建

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