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Yanxu Li

2 accepted papers

2024

Autonomous Implicit Indoor Scene Reconstruction with Frontier Exploration

ICRA 2024poster

Implicit neural representations have demonstrated significant promise for 3D scene reconstruction. Recent works have extended their applications to autonomous implicit reconstruction through the Next Best View (NBV) based method. However, the NBV method cannot guarantee complete scene coverage and o…

Cited by 3SourceScholar
2023

Efficient View Path Planning for Autonomous Implicit Reconstruction

ICRA 2023poster

Implicit neural representations have shown promising potential for 3D scene reconstruction. Recent work applies it to autonomous 3D reconstruction by learning information gain for view path planning. Effective as it is, the computation of the information gain is expensive, and compared with that usi…

Cited by 20SourceScholar