Neural radiance fields assisted by image features for UAV scene reconstruction

Abstract With the rapid advancement of Unmanned Aerial Vehicle applications, vision-based 3D scene reconstruction has demonstrated significant value in fields such as remote sensing and target detection. However, scenes captured by UAVs are often large-scale, sparsely viewed, and complex. These char...

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Bibliographic Details
Main Authors: Zhihong Chen, Xueyun Chen, Chenghong Ye, Shaojie Wu, Xiang Wu
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-16386-7
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