Towards 3D Scene Understanding of Gas Plumes in LWIR Hyperspectral Images Using Neural Radiance Fields
利用神经辐射场实现L波段超光谱图像中气体云三维场景理解
机构 * Utah State University, Department of Mathematics & Statistics（犹他州立大学数学与统计学系） ； Los Alamos National Laboratory, Intelligence and Space Research Division（洛斯阿拉莫斯国家实验室情报与空间研究部）
专题命中 NeRF ：NeRF(abstract)；分类 cs.CV
AI总结 本文提出一种基于神经辐射场的三维场景重建方法，利用较少训练图像实现气体云检测，提升L波段超光谱图像中气体云的分析能力。
Comments This manuscript was submitted to SPIE JARS and is under review. Code and Data can be found at https://github.com/lanl/HSI-Nerfstudio and https://zenodo.org/records/18626884 respectively. Video 1 and Video 2 can be found at https://github.com/lanl/HSI-Nerfstudio/blob/main/renders/paper/grid_Falsecolor.mp4 and https://github.com/lanl/HSI-Nerfstudio/blob/main/renders/paper/grid_ACE.mp4 respectively
