Search Results for author: Ke Xie

Found 4 papers, 1 papers with code

Learning Reconstructability for Drone Aerial Path Planning

no code implementations21 Sep 2022 Yilin Liu, Liqiang Lin, Yue Hu, Ke Xie, Chi-Wing Fu, Hao Zhang, Hui Huang

To reconstruct a new urban scene, we first build the 3D scene proxy, then rely on the predicted reconstruction quality and uncertainty measures by our network, based off of the proxy geometry, to guide the drone path planning.

3D Scene Reconstruction

Capturing, Reconstructing, and Simulating: the UrbanScene3D Dataset

2 code implementations9 Jul 2021 Liqiang Lin, Yilin Liu, Yue Hu, Xingguang Yan, Ke Xie, Hui Huang

We present UrbanScene3D, a large-scale data platform for research of urban scene perception and reconstruction.

3D Reconstruction Instance Segmentation +1

VGF-Net: Visual-Geometric Fusion Learning for Simultaneous Drone Navigation and Height Mapping

no code implementations7 Apr 2021 Yilin Liu, Ke Xie, Hui Huang

The drone navigation requires the comprehensive understanding of both visual and geometric information in the 3D world.

Drone navigation

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